Tag: economic value

  • AI–What’s Your Number?

    AI–What’s Your Number?

    There is a great deal of hype regarding AI, some is justified and some not so much.  Pundits, including this one talk about the value an organization will get and, in some cases, immediately.  But what is the actual measurable value a firm can realistically expect?

    I recently used a free AI Value Calculator, asking how an oil refinery could become more effective and safer. The following response was received:

    “**Value Proposition:** At [Your Company Name], we understand that oil companies face increasing pressure to enhance safety and efficiency within refinery operations. Our innovative solutions are designed specifically to address the unique challenges of the refining industry. By integrating advanced technology and safety protocols, we empower your team to operate more effectively while minimizing risks. With our expertise, you can expect: – **Increased Operational Efficiency:** Streamline processes with cutting-edge tools that boost productivity and reduce downtime. – **Enhanced Safety Measures:** Implement systems that prioritize employee safety and ensure compliance with industry regulations. – **Real-Time Monitoring:** Gain insights through data analytics that allow for proactive decision-making and immediate response to potential hazards. Choose [Your Company Name] as your partner in revolutionizing refinery operations, ensuring you meet both efficiency goals and safety standards. Together, we can create not just a safer workplace, but also a more effective refinery that drives success in today’s competitive landscape. For more information or to schedule a consultation, please contact us at [phone number] or visit our website at [website URL]. Let’s work together to pave the way for a more secure and productive refining environment.”

    The Problem with Value

    There are several problems with this response, and I (the user) am part of that problem.

    • My prompts were minimal and not specific
    • The response was pablum, as it did not tell me anything I did not already know.
    • What do phrases like, “Implement systems that prioritize employee safety and ensure compliance with industry regulations,” actually mean and how do I accomplish that?
    • What do I tell the “C” level executive that she can expect to see on our bottom line as a result of this expenditure and what is the risk profile?

    Determining the economic value proposition for any capital investment project has always been a challenge and is difficult to accomplish, especially when the list of intangibles is long.  The recent issues surrounding Cracker Barrel rebranding is a case in point.

    The process of assessing possible value and the associated risk of attaining said value from investments is not trivial.  It takes a lot of thinking and iterative re-thinking from a knowledgeable and qualified team, as well as input from others.  And in my opinion, there has to be a dollar value that can be documented and defended–meaning, it is a solid assessment and not wishful thinking.

    The Journey to Measurable Value

    “If you don’t know where you are going, you’ll end up someplace else.”― Yogi Berra

    We been conducting economic and financial assessments of capital projects for over two decades. Our Economic Value Proposition Matrix (EVPM) has been developed and curated with organizations in the Critical Infrastructure Sector.  It meets and exceeds the tough requirements of some of the most prestegious global firm and has demonstrated its ability to provide decision makers with an economic and financial “What If” and “Iterative” model of proposed spend before a dime is committed to the project.  We love tough questions and have learned most that are used.  Moreover, it Risk Assessment section if one of the most robust available.

    It is being used for AI Spend assessments and a case study will be available in our forthcoming book, from CRC PressThe Transformation of Our Spreadsheet Society: Moving Towards a Nonlinear, Big Data Enabled AI Environment, to be released by early 2026.

    Is AI Different Than Other Capital Expenditures (CAPEX)?

    The traditional response from IT providers is, It Depends!  In some ways this is a correct statement. However, industry/individual organizations have been through existential difficulties before and frequently.

    Most IT CAPEX is either Science/Engineering or transactional, i.e., ERP.  However, much of AI centers on behavior and therefore, involve an addition dimension–latent variables.  We have been interested in latent variables since the early 1990s and first published our approach towards learning about their impact on behavioral systems in my 1996 doctoral dissertation, Cross-cultural negotiations between Japanese and American businessmen: A systems analysis (exploratory study).

    In our forthcoming book by CRC PressThe Transformation of Our Spreadsheet Society: Moving Towards a Nonlinear, Big Data Enabled AI Environment, we develop a detail approach and representative AI model about the value that can be identified and measured using latent variable.

    So, what is a latent variable?  Largely unknown, these variables are essential in the complex data analysis and modeling needed in statistics, machine learning, and other scientific assessments.

    Very important–They cannot be measured directly but can be inferred from other measurable variables.

    This is a major and usually unrecognized problem when attempting to place an economic value on a project yet to start, i.e., the planning and funding stage.

    Our upgraded EVPM model takes latent variables into consideration giving management greater insight into the costs, return and ultimate value of AI investments.  We believe that unless this dimension is properly assessed, calculated values are WRONG and will not result in the value proponent’s advance.

    Look for further details regarding our economic value of AI model and feel free to contact us if you have specific needs or questions.

    Is your AI Economic Value Assessment model robust enough to bet your career on?

  • Leadership: Pattonesque Style

    Leadership: Pattonesque Style

    “The only safe ship in a storm is leadership.” ~ Faye Wattleton

    As an owner and crew for offshore pleasure sailing vessels, I have experienced several gale force storm that lasted more than 24-36 hours.  Several were across the Gulf of America (aka Mexico) regattas and quite a few offshore Gulf races of 150 nm or longer.  Relatively minor damage to the boat and no injuries to our crew.  More than one storm resulted in yachts retiring and in a rare case abandonment. Minor injuries to regatta crews are fairly consistent.  What separated our winning boat from the others?  A competent well trained crew and effective leadership!

    Old blood and guts, General George S. Patton Jr. gets a bad rap in my opinion.  He probably was a pain in everyone’s you know what, but he was paid for being something else.  A leader who made consistently effective decisions of consequent, rapidly with decisiveness

    Much is being written, complementary and not so much about Donald Trump’s management style and especially the speed with which things are getting done.  Additionally, from one perspective Elon Musk’s frustrations can be probably be attributed to his belief, especially regarding the budget, that things are not moving fast enough.

    Wait and See

    While it is appropriate to make a good assessment of a situation before action, some organizations can suffer from “paralysis by analysis” where decision makers effectively do not respond within the appropriate time window.  In a high intensity, fast moving environment, launching endless committees in some vain hope that a third party consulting firm whose members often have no real executive leadership experience will ride in to to save the day is misguided.  The logic usually is that this decision is too important and costly not to take one’s time to properly assess the associated risks.

    One writer framed the issue well, “Therefore, in a world were the game is changing rapidly, failing to take action—deciding to ‘wait and see’—can quickly put you on a path of increasing irrelevancy or a rapid demise.”  How is this nonaction adding shareholder value?

    No Competence-No Confidence

    Leaders are not born, they are made.  It is unreasonable to assume that just because so-and-so went to a specific school, was a great jock, or celebrity that individual is qualified to drive an organization.  Elected officials are a great example of this perturbation.  Poorly performing public companies are another example where board in their infinite non-wisdom think that the ship will stop sinking if only we hire the right well-known person or even ‘strange’ spokesperson to hawk an alcoholic beverage.  The corporate sea floor is littered with the wrecks caused by incompetent captains with no confidence in their judgements.

    Will AI Make Things Worse?

    Unfortunately, the answer is yes for many, even (once) prestigious organizations.  Coming like a freight train, most organization executives appear to be totally clueless about the value of artificial intelligence to the firm they are entrusted to manage.  With no understanding or competence in this field, we can expect these individuals to have any confidence in how they spend shareholder value?

    Expect the same waste that large IT projects have enjoyed for decades.  Five years from now, expect the 500 to have new winners and long standing firms no longer visible.

    We do not posit for quick poorly assessed capital expenditures.  Only that decision cycle times have always been shorter than many like.  Decision-makers must get better at their job.

    Defeat is the realm of incompetent generals.  Great generals who know their business with more limited loss of life and limb are the winners.

    Winners in the AI era have not yet emerged.  We will know shortly those who made good timely Patton like decisions and those who waited to see the door closed in their face.

    How will your organization assure that it is competently led through the AI door?

    Our new book is Now Available

     

    Navigating the Data Minefields:

    Management’s Guide to Better Decision-Making

    We are living in an era of data and software exponential growth.  A substantive flood hitting us every day.  Geek heaven!  But what if information technology is not your cup of tea and you may even have your kids help with your smart devices?  This may not be a problem at home; however, what if your job depends on Big Data and Artificial Intelligence (AI)?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is the coauthor of the 2023 book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    We are also pleased to announce the released by CRC Press of our new book, Navigating the Data Minefields: Management’s Guide to Better Decision-Making.  This is a book for the non-IT executive who is faced with making major technology decisions as firms acquire advanced technologies such as Artificial Intelligence (AI).

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross-Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg and his book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Tariffs Tariffs, Tariffs

    Tariffs Tariffs, Tariffs

    According to the economist, Paul Craig Roberts, “Tariffs protect ill-considered government policies, such as costly regulations and high taxes on labor and capital that make our goods uncompetitive in international markets.”

    Young and emerging countries may want tariffs to protect nascent industries and other local protections to help assure employment and rise of a strong commercial base.  Advanced (OECD) countries seek to protect existing sectors for a number of reasons including employment and political/military power.

    Once in place both exporting and importing countries develop a sense of normalcy and change becomes difficult for all parties involved.  They become part of the business culture of the exporter and importer.  As with other cultural change, engrained habits are stubborn.

    Policy Disruption

    The Trump Administration is arguing that an unlevel trading system has existed, at least since the end of World War II in 1945.  Their tariff policy seeks to update the partner relationship with countries and their companies that are no longer rebuilding form that devastating conflict.  The protections afforded nascent rebuilt from that era are no longer necessary or relevant.

    As might be expected, many prefer the status quo and vehemently argue the unfairness of it all and other rationales for not changing practices and policies that are 80 years old.  This is no difference than those that have been made redundant due to a reorganization make the case for their value add, usually in vain.

    Comparative Advantage

    Over two decades ago this author postulated, “Economists usually think of comparative advantage as a function of the raw material or strategic position a country holds.  In the knowledge age, comparative advantage goes to those who hold the knowledge necessary to achieve strategic posture.”  Moreover, “Thought leadership and subsequent comparative/competitive advantage usually goes to those that see things differently, earlier, or both.  Seeing is one thing, believing another, and implementation still another.  Leaders do not just postulate, they make things happen.  This is the tough part.  Many people have good ideas, but most do not implement and even fewer follow through to the end.”

    In May 2025, President Trump signed over $2 Trillion in business deals with Saudi Arabia, Qatar and the United Arab Emirate.  These were not traditional oil and gas investments that this part of the world is known for, but commitments in defense, aerospace, AI and other advanced technologies.

    In addition to aircraft and other defense products and solutions, these countries focused on the development of emerging capabilities such as AI.  A classic example of the position taken almost a quarter of a century ago.

    Are Humans Being Replaced?

    This has been the question raised by every dramatic technological introduction.  The general consensus, in this writer’s opinion is, we adapt and adopt to the new when it is beneficial and reject it when it does not add value to our personal life–the ‘What’s in it for ME question.

    This is the contemporary question all of us are reacting to with the advent of Artificial Intelligence.  Accordingly, “The rise of artificial intelligence has reinforced the belief that transformations across various domains can be primarily achieved through digital technology.  However, the creative potential for change of people’s  cognitive, emotional and imaginative powers often loses importance and gives way to  creative technology.   Many therefore see humans as having arrived in the age of post and transhumanism.  But is the human being as such really a kind of obsolete model?  According to such a view, it seems to have become ‘normal’ for people to leave their own fate, as well as the fate of humanity and the environment, to technical transformation possibilities.  This implies accepting that technology increasingly becomes an instrument of control rather than a tool to be used and directed, as individuals become subject to a technology and capitalist artificial intelligence industry that surpasses their own capabilities, leading them to be controlled by it.”

    One can assume that these concerns will cause many to fight for existing international trade rules to remain in place.  This is true, not only for tariffs, readers may remember that in 2024, “The ILA’s ( International Longshoremen’s Association) initial proposal was for a 77% salary increase over the six-year duration of their contract with USMX, as well as a complete ban on the automation of gates, cranes and container-moving trucks at its ports.”

    Short-Term Pain, Long-Term Gain

    Cultural Disruption can be sharp and quick, like a knife cutting into the skin.  It will take some time and perhaps a long time for transformation to take hold, and wounds to heal.

    However, this parade is marching by.  We can all chose to join in, become a bandleader, or hope it will just go away.  Change can be painful, but without it we cease to grow and will eventually whither and our value to organizations will no longer exist.

    Get with the program!  Tariffs were never meant to be generational, but only a short-term economic band aid.

    How are you and your loved ones preparing for ongoing technological convulsions?

     

    Pre order our new book, May 23, 2025

    Navigating the Data Minefields:

    Management’s Guide to Better Decision-Making

    We are living in an era of data and software exponential growth.  A substantive flood hitting us every day.  Geek heaven!  But what if information technology is not your cup of tea and you may even have your kids help with your smart devices?  This may not be a problem at home; however, what if your job depends on Big Data and Artificial Intelligence (AI)?

    Preorder May 23, 2025

    We are also pleased to advise our loyal readers that CRC Press has accepted our proposal for this forthcoming book, Nonlinear Big Data and AI-Enabled Problem-Solving: Transforming From A Spreadsheet Society.  Publication 2026.  Stay tuned for more details.

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is the coauthor of the 2023 book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    We are also pleased to announce our forthcoming book to be released by CRC Press in June 2025, Navigating the Data Minefields: Management’s Guide to Better Decision-Making.  This is a book for the non-IT executive who is faced with making major technology decisions as firms acquire advanced technologies such as Artificial Intelligence (AI).

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross-Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg and his book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Dot Bomb 2.0 — ai Style

    Dot Bomb 2.0 — ai Style

    Are we doing this again with Artificial Intelligence?

    On March 10, 2000, a five-year dotcom bubble bursts on the Nasdaq Index. Even blue-chip tech companies lost more than 80% of their market value and it would be 15 years before Nasdaq would see that peak again.  “The dotcom bubble, also known as the Internet bubble, grew out of a combination of the presence of speculative or fad-based investing, the abundance of venture capital funding for startups, and the failure of dotcoms to turn a profit. Investors poured money into Internet startups during the 1990s hoping they would one day become profitable. Many investors and venture capitalists abandoned a cautious approach for fear of not being able to cash in on the growing use of the Internet.”

    At the height of the dotcom hype, organizations were changing their name (not just the domain) to include this suffix, i.e. Acme.com.  This attempt to differentiate almost became silly and the butt of jokes.

    Increasingly, this pundit is seeing a similar thought process when it comes to artificial intelligence. The new marketing moniker/domain is now Acme.ai.  We predict .ai identification will end in flames as did .com.  This is not to say artificial intelligence will go away but that it will become mainstream, just as the Internet did not fade into marketing oblivion. Online business is now just the way we do business and access to it is available to all at a marginal cost that approaches zero.

    Branding

    Much of this section is adapted from our report prepared for a United Nations Agency.

    The concept of the Brand is well established in marketing literature and practice.  The Brand is a messaging vehicle that seeks to position all consumers and stakeholders “on the same page.”  As discussed herein, it is a powerful construct and may be of useful to the nuclear power sector as it seeks to embody an AI Culture into all stakeholders.

    The theory of the Brand Wheel is addressed herein.  To address the Key Themes and concerns raised during the conference, it appears that “AI Culture” may need to become a “Brand.”  Strong Brands generate a powerful emotional response!

    For example, a positive brand such as BMW’s “the ultimate driving machine” (at least in the USA) transcend other issues such as the high cost of maintenance of these automobiles.  Negative branding often can never be overcome as the Coca Cola Company learned when they launched “New Coke” in 1985.  This company almost ruined a long-standing strong brand!

    Construct

    We put forth a Brand mental model for debate within the industry.  In this section, the construct or set of organizing ideas for consideration are developed.

    In accordance with the theory, the AI Culture Brand Wheel (High Level Framework) is composed of two major categories:

    Facts & Symbols or those components of the Brand that address the “hard” and often more measurable aspects. 

    • What the Product, Service, or Solution does for ME
    • How I would Describe the Product, Service, or Solution

    Brand Personality addresses the more emotional side of the Brand

    • How the Brand make ME look
    • How the Brand makes ME feel

    Populating the Wheel

    The Groups (developed in a workshop) in the following diagram are believed to be representative of major issues the sector faces.  It follows that any marketing message to stakeholders should address their concerns.

    These four quadrants were populated with over twenty Groups from the Affinity Diagram process.  This is a high-level approach to populate the wheel with the almost 200 AI Culture issues (variables) identified from participants.

    The following table shows the Groups by Brand Wheel Quadrant and the Rationale behind the categorization.  The focus is on the individual person and how he or she relates to the AI Culture Brand.  By extension, how individual stakeholders feel is how their organization or group feels about the Brand.

    The Brand Wheel is an easy-to-use model that helps organization position themselves in crowded market segments.

    Graphically, these Groups are shown in the following figure.  Seven Groups fall in the top two quadrants as more tangible variables (Fact) by nature and four in the Personality quadrants.  One can surmise that a Brand such as Systemic AI Culture would require substantial “technical” support to be credible.

    The intangible Groups can be considered the Brand emotional delivery mechanisms.  Collectively, the Systemic AI Culture Brand can be considered a key aspect the industry Go-to-Market strategy—selling Systemic AI Culture.

    Similar to the way an Affinity Diagram adds high value to the team doing the work, developing the Brand Wheel adds significant value to the process itself.  Figures and charts are visual representations of concepts that are highly appealing.  The Brand Wheel is one method supported by the Affinity Diagram to capture a large set and sometimes conflicting issues into a model individuals can grasp and internalize.

    Finalizing the Brand

    A brand Tag Line would be helpful to etch the construct into the minds of all stakeholders.  For example, High Reliability Management used the concept of Mindfulness—the practice of maintaining a nonjudgmental state of heightened or complete awareness of one’s thoughts, emotions, or experiences on a moment-to-moment basis, also such a state of awareness (situational awareness).

    Concluding Thoughts

    To be clear, branding is not the end game in marketing but one of many prongs used to achieve strategic advantage and greater shareholder value.  It is a convenient framework that captures the essence of who the organization is.  This approach is immensely more successful than simply attaching .ai to the organization name, hoping for differentiation.  Any competitor can do exactly the same thing.

    Earn your value the old fashion way, with viable products that solve problems, customers, profits and return to shareholders. Forget about the hype!

    Is your organization taking Rudyard Kipling’s advice to his son, “If you can keep your head when all about you are losing theirs and blaming it on you, if you can trust yourself when all men doubt you,
    but make allowance for their doubting too!”

    Pre order our new book

    Navigating the Data Minefields:

    Management’s Guide to Better Decision-Making

    We are living in an era of data and software exponential growth.  A substantive flood hitting us every day.  Geek heaven!  But what if information technology is not your cup of tea and you may even have your kids help with your smart devices?  This may not be a problem at home; however, what if your job depends on Big Data and Artificial Intelligence (AI)?

    Available June 2025

    We are also pleased to advise our loyal readers that CRC Press has accepted our proposal for this forthcoming book, Nonlinear Big Data and AI-Enabled Problem-Solving: Transforming From A Spreadsheet Society.  Stay tuned for more details.

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is the coauthor of the 2023 book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    We are also pleased to announce our forthcoming book to be released by CRC Press in June 2025, Navigating the Data Minefields: Management’s Guide to Better Decision-Making.  This is a book for the non-IT executive who is faced with making major technology decisions as firms acquire advanced technologies such as Artificial Intelligence (AI).

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross-Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg and his book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Leadership Selling

    Leadership Selling

    “The price of greatness is responsibility.” – Winston Churchill

    I recently watched a documentary about Three Mile Island.  I did not fact check it or try to assess bias but if much of what went wrong were correctly portrayed, leadership was missing in action.  The father of the US Nuclear Navy, Admiral Hyman G. Rickover and his demand for excellence was referred to on several occasions.  He was rightfully positioned as THE sector leader during that era when nuclear power generation was an emerging technology.

    In the context of leadership, the following is attributed to him, “Responsibility is a unique concept… You may share it with others, but your portion is not diminished. You may delegate it, but it is still with you… If responsibility is rightfully yours, no evasion, or ignorance or passing the blame can shift the burden to someone else. Unless you can point your finger at the man who is responsible when something goes wrong, then you have never had anyone really responsible.”  This is a very telling statement that is applicable to the many human foibles that have resulted in cataphoric failures, even warfare and almost all high visibility major industrial incidents.

     A clear explanation of the difference between Management and Leadership.

    What Does All This Have to Do with Selling?

    Typically, organizations refer to the process of revenue generation as Sales.  However, a more accurate description this process is Selling.  The action verb, selling can result in a sale or series of sales.  Yet, for each competitive engagement most of these costly attempts at revenue generation will result in no sales–zero revenue.   Fail at enough opportunities and the firm’s Cost of Sales can skyrocket.

    Moreover, increasingly B2B solutions are a combination of products (seller product line and possibly third parties) as well as services (can include Cloud subscriptions).  By definition, Complex Sales is getting more complex and interrelated with other new/existing systems.

    Failure is Not an Option!

    SUBSAFE was born in 1963, just two months after mechanical failures resulted in the loss of USS Thresher (SSN-593).  The program was started with a simple goal in mind: ‘. . . provide the maximum reasonable assurance that the ship will not have flooding but if flooding does occur, assures that the ship will get safely to the surface.’”  The program is deemed as a major life saving success, partially by enabling real responsibility to all including contractors.

    Safety and Environmental Management Systems (SEMS) are a similar construct.  Most organizations in Critical Infrastructure sectors incorporate SEMS into their Operations Management Systems (OMS).  For our purposes here, we will repurpose and slightly change the nine tenants of the US Bureau of Safety and Environmental Enforcement’s BSEE, SEMS.

    We posit that the following Tenants comprising our Selling Management System (SMS):

    1. Commitment to Values and Actions. Leaders demonstrate a commitment to societal and organizational values in their decisions and behaviors.
    2. Issue Identification and Risk Management. Issues potentially impacting the deal and its successful delivery are promptly identified, fully evaluated, and promptly addressed or corrected commensurate with their significance.
    3. Personal Accountability. All individuals take personal responsibility for process and personal behavior, as well as the stewardship of those entrusted to them.
    4. Work Processes. The process of planning and controlling work activities so that the selling action items are in accordance with organizational mission and policies as well as boding well for success.
    5. Continuous Improvement. Opportunities to learn and codify selling and delivery knowledge, ensuing future success and organizational learning.
    6. Environment for Raising Concerns. A work environment is maintained where personnel feel free to raise issues and concerns without fear of retaliation, intimidation, harassment, or discrimination.
    7. Effective External and Internal Communication. Communications maintain a focus of the selling efforts and processes.
    8. Respectful Work Environment. Trust and respect permeate the organization with a focus on teamwork and collaboration.
    9. Inquiring Attitude. Individuals avoid complacency and continuously consider and review existing conditions and activities in order to identify discrepancies that might result in error or inappropriate action.

    It is not surprising that action items focused on revenue generation should align with business imperatives towards effective and efficient operations.  This is especially true when operations personnel are assigned to the pursuit team as they will play a major role assuring successful delivery, i.e. most capital (CAPEX) goods and services.

    Tenant 6, Environment for Raising Concerns is perhaps one of the most important when enabling junior leadership.  For example, if a material issue is identified by a new college graduate in her or his field and unnoticed by more senior individuals schooled in early technologies, failure to be “heard” may have deal failure ramifications, i.e., engineering or software errors.

    Leadership is not part of a title, except by self-serving politicians who routine call themselves leaders.  Leaders are not born either, they are individuals (all ages and genders) who when needed, rise to occasions great and small.  The Rickover Mind Model enables leaders to emerge and that includes leadership during selling processes.

    Complex Deal Pursuit Team

    A deal Pursuit Team is a formal group assigned to drive revenue opportunities for a single deal/long-term strategic relationship or even partnership.  It can be an ad hoc assemblage or more effectively the assembly of experts with this type of experience.  Ideally, for a significant opportunity this team has a sole focus during its lifecycle, but that is not always the case or even practical in some firms or deals.

    Team composition can include, Sales Representative(s), Sales Management, Sales Support Team (as required) Executive Sponsor (if appropriate), Subject Matter Expert(s), Project Management, Third Parties (subcontractors and/or technology/professorial services providers), and others as needed.  Not all participants will be required full time.

    Typically, there are three phases to this process:

    • Relationship and Opportunity Development–The relationship building processes between seller and buyer as well as identification of value that can be added from seller products/services/solutions.
    • Formal Proposal Submission–Development and draft (with revisions) of a documented Scope of Work/Products, Deliverables and Pricing.
    • Proposal Assessment and Acceptance–Buyer review, changes and agreement to move forward–The Deal!

    Leadership is required throughout this process, and it may come from very unlikely sources.  Often top-level technologists and engineers are not the most outgoing folks.  However, their thoughts can be game changing.  It is important that those on the quiet side be actively ‘Included,’ and their ideas sought out and given serious discussion.

    Role of AI Agents

    AI sales agents are autonomous applications that analyze and learn from your sales and customer data to perform tasks with little or no human input. These agents can perform a wealth of functions, from top-of-funnel tasks like nurturing leads with email outreach, answering questions, booking meetings with sellers, and quote creation to tasks more deeply integrated inside sales teams, like active buyer roleplays and coaching. What makes them different from simple workflow automation is that agents are capable of learning, using data analysis to work more efficiently, taking action on their own.”

    The Pursuit Team is responsible for winning the deal and AI is another tool, not unlike product demonstrations and marketing efforts.  AI inputs should be calibrated and interpreted just like other data sources and analyses.

    Final Thoughts

    Remember that people buy from people and individuals on both the selling and buying teams have personal agendas, such as getting promoted.  Sellers who identify many/most of these concerns stand a better change of closing the deal.

    Closing deals generates jobs.  Both by the vendor and its ecosystem as well as the client who will use the product/service/solution to increase the stakeholder value ecosystem.  Stakeholders are broadly defined including local communities and customer’s customers.

    It is safe to say that the complex selling process is dramatically changing.  Time to get on board!

    Nothing happens until somebody sells something!  How is your company assuring the selling process is routinely successful?

    Pre order our new book

    Navigating the Data Minefields:

    Management’s Guide to Better Decision-Making

    We are living in an era of data and software exponential growth.  A substantive flood hitting us every day.  Geek heaven!  But what if information technology is not your cup of tea and you may even have your kids help with your smart devices?  This may not be a problem at home; however, what if your job depends on Big Data and Artificial Intelligence (AI)?

    Available April 2025

    We are also pleased to advise our loyal readers that CRC Press has accepted our proposal for this forthcoming book, Nonlinear Big Data and AI-Enabled Problem-Solving: Transforming From A Spreadsheet Society.  Stay tuned for more details.

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is the coauthor of the 2023 book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    We are also pleased to announce our forthcoming book to be released by CRC Press in April 2025, Navigating the Data Minefields: Management’s Guide to Better Decision-Making.  This is a book for the non-IT executive who is faced with making major technology decisions as firms acquire advanced technologies such as Artificial Intelligence (AI).

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross-Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg and his book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Value from Elon Musk’s ‘Idiot Index’?

    Value from Elon Musk’s ‘Idiot Index’?

    “If the ratio is high, you’re an idiot.” – Elon Musk

    “Musk developed the ‘idiot index,’ which calculated how much more costly a finished product was than the cost of its basic materials.  If a product had a high idiot index, its cost could be reduced significantly by devising more efficient manufacturing techniques.”

    Effectively, what he is saying that if the Cost of Goods Sold (COGS) is too high, a product may either become too expensive or not sell well, if at all.  This is the basic Supply-Demand curve from Economics 101.  He is also indicating that Gross Profit will be negatively impacted as well.

    It’s the Cost Structure Stupid

    Paraphrasing the candidacy of Bill Clinton in 1992, an organization needs to develop a cost structure that not only lowers Total Cost as low as possible but sustains this approach while assuring the produced product/service is fit-for-purpose.

    According to the Corporate Finance Institute, “Cost structure refers to the various types of expenses a business incurs and is typically composed of fixed and variable costs.  Costs may also be divided into direct and indirect costs.  Fixed costs are costs that remain unchanged regardless of the amount of output a company produces, while variable costs change with production volume.

    Direct costs are costs that can be attributed to a specific product or service, and they do not need to be allocated to the specific cost object.  Indirect costs are costs that cannot be easily associated with a specific product or activity because they are involved in multiple activities.

    Operating a business must incur some kind of costs, whether it is a retail business or a service provider.  Cost structures differ between retailers and service providers, thus the expense accounts appearing on a financial statement depend on the cost objects, such as a product, service, project, customer or business activity.  Even within a company, cost structure may vary between product lines, divisions or business units, due to the distinct types of activities they perform.”

    We see that cost management is much more than simply lowering the procurement costs of parts or subcomponents going into the manufacturing product.  It is all about the design of the firm and its culture!

    Parasite Control

    One of the challenges all organizations face is ‘Cost Creep.’  Management needs to but guardrails in place to assure a low-cost structure business model remains that way.  Service firms are just as susceptible as manufactures. 

    According to one source circa 2000, professional services cost creep aka parasite control can be defined as, “Too many people whose services are not really required trying to use it as their meal ticket.”  Originally used in the context of the space exploration sector; however, in this writer’s opinion this issue is not restricted to that one industrial segment.

    At one point in my career, I was the executive responsible for a number of large successful simultaneous consulting engagements.  Other projects were either not doing as well or winding down.  Two things started happening.

    First, I discovered that those not on one of my projects were trying to bill their time to one or more projects.  Either as a direct ‘accounting code’ attempt or more frequently as a ‘contributor.’  One individual even tried to charge for his local mileage under the premise that while he lived in Houston, he was tied to a practice in Atlanta.  Thus, in his opinion he was remote.

    Point being, any project can be subject to parasite control.  “Cost Creep” is an ongoing managerial problem that must be shut down when found, the real costs clawed back and allocated correctly.

    Robust Cost Management

    Aggressively addressing costs at all levels is neither idiotic nor stupid.  It has always been a business fact of life and as of this writing, the federal government bureaucracy is discovering it is the ‘new normal.’

    Moreover, this never-ending pursuit of cost perfection will have a new player shortly.  Artificial Intelligence (AI) is rapidly gaining traction in our everyday operations.  The audit process is part of cost management, and we already have examples of the use of AI in the audit process.  Expect more to come and sooner rather than later.

    We have an Operations Management System implementation underway where AI will play a pivotal role in Phase II later this year.  We will report back once it has ‘gone live.’

    What are your organization’s plans to vigorously manage costs?

    Pre order our new book

    Navigating the Data Minefields:

    Management’s Guide to Better Decision-Making

    We are living in an era of data and software exponential growth.  A substantive flood hitting us every day.  Geek heaven!  But what if information technology is not your cup of tea and you may even have your kids help with your smart devices?  This may not be a problem at home; however, what if you job depends on Big Data and Artificial Intelligence (AI)?

    Available April 2025

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is the coauthor of the 2023 book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    We are also pleased to announce our forthcoming book to be released by CRC Press in April 2025, Navigating the Data Minefields: Management’s Guide to Better Decision-Making.  This is a book for the non-IT executive who is faced with making major technology decisions as firms acquire advanced technologies such as Artificial Intelligence (AI).

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross-Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg and his book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Can Machines Think?

    Can Machines Think?

    In 1950, the mathematician Alan Turing put forth this question.  Rather than attempt to answer it using conventional logic, he proposed a new disruptive model–the Imitation Game.

    The Problem

    One can look at Alan Turing (1912-1954) as the “father of theoretical computer science and artificial intelligence.”  His contributions to modern computer science cannot be understated.  He posited whether computers could one day have the cognitive capabilities of humans.  Some argue that day has arrived.  Yet, how do we know?

    The Turing Game

    The Imitation Game is played by three people (humans).

    (A) a Man,

    (B) a Woman, and

    (C) an Interrogator (of either gender)

    • The Interrogator, segregated into a separate room, is to determine which of the two players is the man and which is the woman.
    • The interrogator askes the two players (known only as “X and Y” or “Y and X”) a series of questions, the answers to which are written or passed through an intermediary so as not to expose the player’s gender.
    • The role of Player (B) is to assist (C) determine the gender of (A), while (A) is to deceive (C).

    However,

    • “What will happen when a machine takes the part of A in this game?  Will the interrogator decide wrongly as often when the game is played like this as he does when the game is played between a man and a woman?  These questions replace our original, Can Machines Think?

    In his paper, Turing goes to elaborate in detail but for our purposes, the bottom line.

    Will the error rate from a human only decision process be the same as when a machine (digital decision maker) become one of the players?

    Early AI and the Turing Test

    In 1955, McCarthy and Shannon, along with Marvin Minsky and Nathaniel Rochester, defined the AI problem as, “that of making a machine behave in ways that would be called intelligent if a human were so behaving.  In 2013, when asked about Turing’s test in a taped interview, Minsky said, ‘The Turing test is a joke, sort of, about saying a machine would be intelligent if it does things that an observer would say must be being done by a human.’”   This materially connects the early definition of the AI problem to Turing’s test.

    Our intent here is not to split academic hairs but to put forth this concept that predates most readers and is typically not a subject of serious discussion.  The point being that the problem was documented 75 years ago or earlier and this pioneering thinking is the basis of our contemporary definition and implementation of Artificial Intelligence.

    Before Turing

    In one sense, we all stand on the shoulders of giants who preceded us.  “When you think about the origins of computer science, the name Ada Lovelace might not come to mind immediately—but it should.  Born in 1815, Ada Lovelace was an English mathematician and writer whose visionary work laid the foundation for modern computing.  Collaborating with Charles Babbage (considered to be the father of computing), the inventor of the Analytical Engine, Lovelace wrote what is widely recognized as the first algorithm designed for a machine.”

    Ada was the first to explicitly articulate this notion and in this she appears to have seen further than Babbage.  She has been referred to as ‘prophet of the computer age‘.  Certainly, she was the first to express the potential for computers outside mathematics.”  In the computer Familia, we might also want to think of her as the grandmother of computing.

    Other women who played a major role in the evolution of Artificial Intelligence (after Turing) include Navy Rear Admiral Grace Hopper, the inventor of the first compiler for a programming language as well as other innovations.  Many others made significant contributions.  No doubt women will continue to play a vital role with this game changing technology.

    The Solution(s)

    Twelve years have passed since Minsky’s statement that the Turing test is a joke.  Today’s artificial intelligence capability has changed that landscape.

    The argument becomes, not can ‘we’ meet the Turing test, but how far and fast will it be eclipsed.  This suggests exciting times with associated challenges and risks.

    Contemporary Thinking about the Test

    “As AI systems are increasingly deployed in high-stakes scenarios, we may need to move beyond aggregate metrics and static benchmarks of input–output pairs, such as the Beyond the Imitation Game Benchmark (BIG-bench). We should be prepared to evaluate an AI’s cognitive abilities in a way that resembles the realistic settings in which it will be used.  This can be done with modern Turing-Like Tests.”  As shown in the following figure.

    Looking ahead, Turing-like AI testing that would introduce machine adversaries and statistical protocols to address emerging challenges such as data contamination and poisoning.  These more rigorous evaluation methods will ensure AI systems are tested in ways that reflect real-world complexities, aligning with Turing’s vision of sustainable and ethically guided machine intelligence.”

    Computer Game Bot Turing Test

    “The computer game bot Turing test is a variant of the Turing test, where a human judge viewing and interacting with a virtual world must distinguish between other humans and video game bots, both interacting with the same virtual world. This variant was first proposed in 2008 by Associate Professor Philip Hingston of Edith Cowan University, and implemented through a tournament called the 2K BotPrize.”

    This pundit believes that the Turning test dam has been broken, and greater things lie ahead.

    Today’s Father of AI – Geoffrey Hinton, The Nobel Prize in Physics 2024

    “When we talk about artificial intelligence, we often mean machine learning using artificial neural networks. This technology was originally inspired by the structure of the brain.  In an artificial neural network, the brain’s neurons are represented by nodes that have different values.  In 1983–1985, Geoffrey Hinton used tools from statistical physics to create the Boltzmann machine, which can learn to recognize characteristic elements in a set of data.  The invention became significant, for example, for classifying and creating images.”

    Together with John J. Hopfield, they used physics to find patterns in information.  Dr. Hinton has expressed some concerns regarding his (AI) child as he states in the following interview from October 9, 2023.

    Theoretical Basis of Tests

    In this pundit’s opinion, the Turing test used Game Theory as a fundamental underpinning.  A later theory, Relationships, Behaviors and Conditions enables newer derivatives of the original Turing Test as well as supports different approaches to the problem.  These theories are briefly described.

    Finally, it is not necessary to read this section, as these details are provided for completeness and to support the position taken.  We understand that this level of detail is not for every reader.

    Over the past few years, there has been an impassioned argument regarding ‘The Science.”  We addressed this issue in 2020, and the following paragraph is taken from that Blog, They Blinded Me with Science.

    “According to Scientific American, Scientific claims are falsifiable—that is, they are claims where you could set out what observable outcomes would be impossible if the claim were true—while pseudo-scientific claims fit with any imaginable set of observable outcomes.  What this means is that you could do a test that shows a scientific claim to be false, but no conceivable test could show a pseudo-scientific claim to be false.

    Sciences are testable, pseudo-sciences are not.”

    There is academic peer reviewed agreement that both Game Theory and RBC hypotheses are testable.

    Game Theory

    Concurrent with Turing’s Imitation Game development, game theory was being formalized as an approach towards economic behavior modeling among economic ‘rational’ actors.

    Game theory emerged as a distinct subdiscipline of applied mathematics, economics, and social science with the publication in 1944 of Theory of Games and Economic Behavior, a work of more than six hundred pages written in Princeton by two Continental European emigrés, John von Neumann, a Hungarian mathematician and physicist who was a pioneer in fields from quantum mechanics to computers, and Oskar Morgenstern, a former director of the Austrian Institute for Economic Research.  They built upon analyses of two-person, zero-sum games published in the 1920s.”  This treatise was developed from the works of other pioneers of the 1920s and 1930s.

    An interesting side note, “The software industry is a little over half a century old (in 2005), but its roots date back to the textile loom programming of the seventeenth century that powered the Charles Babbage Difference Engine. In 1946, ENIAC (Electronic Numerical Integrator and Computer), the first large-scale general-purpose electronic computer built at the University of Pennsylvania, ushered in the modern computing era.

    That same year (1946), John von Neumann coauthored a paper, Preliminary Discussion of the Logical Design of an Electronic Computing Instrument.  The von Neumann general purpose architecture defines the process of executing a continuous cycle of extracting an instruction from memory, processing it, and storing the results has been used by programmers ever since.“(1

    Perhaps, this is part of the collision of the two major breakthroughs: Game Theory and the modern Computer Architecture.

    In 1996, this author’s doctoral dissertation, Cross Cultural Negotiations between Japanese and American Businessmen: A Systems Analysis, (Exploratory Study) was “An exploratory test of this framework in the context of two-person zero-sum simulated negotiation between Japanese businessmen and American salesmen, both living and working in the United States.  The integration of structural (game theory) and process theories (RBC) into a dynamic systems model seeks to better understand the nature of complex international negotiations.  Advanced statistical techniques, such as structural equation modeling are useful tools providing insight into these negotiation dynamics.”

    This work is the basis for the Cloud based Serious Games used to train Cross Cultural Teams.

    Relationships, Behaviors and Conditions (RBC) Framework

    This model has been part of numerous this pundit’s writings since 1996.  A brief overview from a 2011 article follows.

    “The Relationships, Behaviors, and Conditions (RBC) model was originally developed to address issues around cross cultural (international) negotiation processes.   Relationships are the focal point of this perspective, reflecting commonality of interest, balance of power and trust as well as intensity of expressed conflict.

    Behavior in this model is defined as a broad term including multidimensions – intentional as well as unintentional.  Finally, Conditions are defined as active and including circumstances, capabilities and skills of the parties, culture, and the environment.  Of course, time is a variable in this model as well.

    One key feature of the R B C Framework is its emphasis on interactive relationships while providing an environment for multiple levels of behavioral analysis. This makes it a useful tool to better understand the new regulatory processes currently unfolding.  As we will see later, the number of constituents now engaged belays the use of simplistic linear decision models.”(2)

    Operational Excellence

    The following excerpt from our 2017 Blog, Excellent Behaviors: Assessing Relationships in the Operational Excellence Ecosystem addresses the role of the RBC Framework in organizational excellence.

    “One of the hot business buzzwords of 2017 is “Operational Excellence.” It has been the subject for many pundits, including this one.

    In October and November we published a two-part series, Assuring Operational Excellence from Contractors and Their Subcontractors through BTOES Insights.  Each part included a link to additional information.

    The October edition featured an excerpt of our Implementing a Culture of Safety book. In the November edition we released our new Best Practice solution, Attaining & Sustaining Operational Excellence: A Best Practice Implementation Model. We are proud to make it available herein and in general.

    One of the basic tenets of the RBC Framework is the general construct that Relationships cannot be determined a priori.  The well-used example is a man and a woman sitting on a bench at a bus stop.  Are they married, siblings, coworkers, friends or simply two people waiting to catch the same/different bus?

    Their relationship cannot be known directly. However, their Behaviors will provide insight into how they relate to each other.  Romantic behavior may indicate marriage, dating, an affair etc.  They may still be coworkers but most likely are not strangers.

    The third dimension, Conditions (environment) can be considered the stage upon which behaviors play.  So, what does this have to do with Operational Excellence?

    Another component of our digital environment is Human Systems Integration (HSI). In our forthcoming book, we have defined HSI as, “Human Systems Integration (HSI) considers the following seven domains: Manpower, Personnel, Training, Human Factors Engineering, Personnel Survivability, Habitability, and Environment, Safety and Occupational Health (ESOH).  In simple terms, HSI focuses on human beings and their interaction with hardware, software, and the environment.”

    We have crossed the Turing Rubicon.  How will your organization capitalize on these Opportunities?

    Hardcopy References

    1. Shemwell, Scott M. (2005). Disruptive Technologies—Out of the Box. Essays on Business and Information Technology Alignment Issues of the Early 21st Century. New York: Xlibris. p. 127.
    2. _______ (2011, January). The Blast Heard Around the World. Petroleum Africa Magazine. pp. 32-35.

    Pre order our new book

    Navigating the Data Minefields:

    Management’s Guide to Better Decision-Making

    We are living in an era of data and software exponential growth.  A substantive flood hitting us every day.  Geek heaven!  But what if information technology is not your cup of tea and you may even have your kids help with your smart devices?  This may not be a problem at home; however, what if you job depends on Big Data and Artificial Intelligence (AI)?

    Available April 2025

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is the coauthor of the 2023 book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    We are also pleased to announce our forthcoming book to be released by CRC Press in April 2025, Navigating the Data Minefields: Management’s Guide to Better Decision-Making.  This is a book for the non-IT executive who is faced with making major technology decisions as firms acquire advanced technologies such as Artificial Intelligence (AI).

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross-Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg and his book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Who Owns the Intellectual Property Generated by AI?

    Who Owns the Intellectual Property Generated by AI?

    Disclaimer:  The author is not an attorney, and this document is not meant to be a legal opinion in any sense.  Interested readers should contact their legal counsel for any Intellectual Property (IP) determination.  This blog simply raises a question that is generally not addressed regarding ownership rights of the content and products developed using artificial intelligence emerging technologies.  One suspects that going forward, this issue will become more forefront.

    Moreover, this is a fast-moving environment with new local laws and promulgated regulations continuously updated.  Readers are cautioned that some of the materials herein may be quickly dated.  Appropriate legal counsel and other experts should be consulted.

    Like most new software technologies, there is a period of the Wild West where anything seems to go.  Artificial Intelligence (AI) has been no different, but now these horses are beginning to be reined in.

    It is generally accepted that the ownership of content developed using third party software belongs to the generator of said content.  Data, the results of analytics and their interpretation, computer generated audio video materials, etc. are generally covered by this convention and codified by law.  The spreadsheet vendor does not own the financial analysis that leads to major value add to the firm.  Conversely, if the financial model is flawed, the software developer is generally not liable.

    However, Artificial Intelligence is a different technology model.  It dictates that organizational AI policies recognize the disruptive change caused.  For example, the publisher of my new book, Navigating the Data Minefields: Management’s Guide to Better Decision-Making has issued its author, AI Policy.

    An AI engine searches for data and information from a wide variety of sources.  It then amalgamates and analyzes and/or develops what some consider a new product or solution–document, image, or new approach/model, e.g. medical technique.  However, did the AI secure permission from the data owner(s) or even cite its source(s)?  The most likely answer is no.  A follow-on statement might be, “why do we need that?”

    Copyright

    According to the U.S. Copyright Office, Copyright is a type of intellectual property that protects original works of authorship as soon as an author fixes the work in a tangible form of expression.  In copyright law, there are a lot of different types of works, including paintings, photographs, illustrations, musical compositions, sound recordings, computer programs, books, poems, blog posts, movies, architectural works, plays, and so much more!”  The Copyright Office goes on to state, “Works are original when they are independently created by a human author and have a minimal degree of creativity.”
     
    In the UK, “Two conflicting views emerged.  The tech sector believes the copyright to AI-generated content should belong to users, whereas the creative sector wants this content to be excluded from ownership completely.”
     
    From a 2022 Reuters article about a lawsuit over, Gen AI generated content.
    “Accordingly, unless a generative AI is used in such a manner that its output would be recognizably linked to some person or entity who is likely to actively police the use of their works and whose works are likely to be registered, the risk of the generative AI’s users being sued for infringement seems low.
     
    In practice, the legal issues surrounding generative AI mean that its outputs should be handled in a manner similar to materials covered by open source or creative commons licenses — i.e., with policies and procedures which ensure use only in appropriate manners and cases.  This includes determining if a project where generative AI would be used is something whose results would need to be protected and, if so, determining whether tools are available for that protection other than copyright.
     
    It also includes avoiding high risk uses, such as using generative AI to attempt to replicate the work of a particular artist whose materials were used as training data. However, with intentionality and forethought, the risks associated with generative AI can be managed, and this new technology can bring tremendous benefits to those who deploy it intelligently.
     
    Later, we will address two other types of Intellectual Property, Patents and Trademarks.  Both have a lengthy pedigree as well that must be considered in our new AI era.
     

    Data Privacy

    Data privacy and security are major issues organizations must deal with, and the regulatory burden is onerous.  Most readers have heard of HIPPA; the need to keep individual medical records confidential.  HIPPA is symptomatic of the need to treat ALL data in secure and private.

    From the GDPR, “The General Data Protection Regulation (GDPR) is the toughest privacy and security law in the world.  Though it was drafted and passed by the European Union (EU), it imposes obligations onto organizations anywhere, so long as they target or collect data related to people in the EU.  The regulation was put into effect on May 25, 2018.   The GDPR will levy harsh fines against those who violate its privacy and security standards, with penalties reaching into the tens of millions of euros.”

    The EU regulations are viewed as the ‘gold standard’ and others worldwide are in the process of emulating them.  Increased date management regulations are a given, as is their impact on AI learning.

    IP Guardrails

    Individuals and organizations jealously guard their intellectual properties, as they should.  Just think of the significant value Disney has built over 100 years from a cartoon mouse.

    Some may see AI as an assault on the organization’s core and take legal action they believe appropriate.  Others will try to capitalize on loopholes.  This is not different behavior from the IP current practice.

    AI advocates will find themselves in the midst of what could be a significant number of legal challenges as the technology and its regulation matures.  The current long-standing legal battles over social media platforms is but one example of this process.

    IP Ownership of AI Generated Content: The Movie

    Summary of the Video

    Briefly, in the video dated January 7, 2024, the attorney makes the following key points:

    • Copyright extends only to humans and AI content generated by products such as ChatGPT do not meet the ‘human’ authorship test.  However, if a human is actively engaged in the development of (and change) said content, things get less clear.
    •  Regarding AI generated inventions, Patent law becomes more relevant.  The speaker argues that ‘at least today’ patent laws mirror copyright because human creativity is key.
    • As far as AI generated Trademarks are concerned, these products such as logos, tag lines, etc. do not enjoy original authorship protection, but their ‘first use’ has precedence.  For more information he references the U.S. Patent and Trademark Office (USPTO).
    • Finally, he states that this area of the law is unfolding, and change is likely.

    These points were transcribed by this pundit.  As such, they are only his perception and must be viewed skeptically when addressing a specific ‘real’ question regarding this subject matter.  The attorney’s fifth bullet is probably the most important one.

    Final Thoughts

    Intellectual Property ownership is an area that technologists and software developers are generally not involved with.  Additionally, many have historically treated the content found online as if it is in the public domain.  We now know that authorship should be attributed.

    For most of the things individuals and organizations do with online content this is not an issue.  Blogs, political opinion and technology critique among others come to mind.

    However, AI has the potential to change fortunes (wealth, reputation and other) of individuals and organizations.  Finally, the regulatory environment is evolving, and dramatic changes are most likely forthcoming.

    Individual creators, management and others have a responsibility to assure AI developed content meets, and not just the regulations (in each jurisdiction the firm operates in).  Moreover, governance enforcement models must add AI technologies and assure that others are not infringing on the firm’s IP with potential risks of capital and reputational loss.

    One Last Thing

    With the need to protect data as well as assure all key intellectual property is protected, will this negatively impact on the output of AI models?  What will be the basis of gen AI training if it cannot gain access to the universe of data they require?  And yes, I know we often sign away certain rights when we engage with some organizations, but we can ‘opt out’ of allowing access to our data.

    Another Blog for a later time but in the meantime, just a question.

    How is your organization addressing these and other Intellectual Property issues emerging from Gen AI and other content developers?

    Pre order our new book

    Navigating the Data Minefields:

    Management’s Guide to Better Decision-Making

    We are living in an era of data and software exponential growth.  A substantive flood hitting us every day.  Geek heaven!  But what if information technology is not your cup of tea and you may even have your kids help with your smart devices?  This may not be a problem at home; however, what if you job depends on Big Data and Artificial Intelligence (AI)?

    Available April 2025

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is the coauthor of the recently published book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    We are also pleased to announce our forthcoming book to be published by CRC Press in 2025, Navigating the Data Minefields: Management’s Guide to Better Decision-Making.  This is a book for the non-IT executive who is faced with making major technology decisions as firms acquire advanced technologies such as Artificial Intelligence (AI).

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross-Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg and his book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Strategic Sourcing?

    Strategic Sourcing?

    Is outsourcing software development strategic or simply a cost saving method?

    It Depends

    The most infamous words in software development.  Yes, it depends on the task at hand, but this cop out has long been a way to forego the development of a robust economic value and risk assessment.

    According to one vendor, “Engineering started becoming a commodity.”  But is this true if your product and organizational reputation are based on the long-earned perception that your organization provides the very best in safe and cost-effective solutions?

    What is your solution must work all the time, every time, e.g. medical equipment?  The list goes on, but readers get the point.

    Strategic Sourcing

    According to CIPS, the Chartered Institute of Procurement & Supply, “Strategic sourcing is about having a targeted approach to your procurement activity.  A sourcing strategy will help you to formalise the way you gather information, so you can find the best possible value that aligns with your organisation’s goals, long term.  Strategic sourcing is a long-term process and requires continuous re-evaluation of sourcing activities, analysis of the market and recognising your organisations goals.

    Strategic sourcing is important because it can help you save costs through the monitoring of the market and sourcing the right suppliers.  It also acts as a way to maintain long-term relationships with suppliers and they are selected on their compatibility with your organisation’s goals.”

    While strategic sourcing has its value, it cannot replace organization core competency.  These are two very different business requirements.

    Core Competency

    From One definition, “core competencies refer to the capabilities, knowledge, skills and resources that constitute its defining strengths.  Core competencies distinguish a company from other organizations and are, therefore, not easily replicated by those organizations, whether they’re existing competitors or new entrants into its market.”

    Not all engineering meets the test of core competency, but management must perform proper ‘due diligence’ before outsourcing technology and processes that either do or might meet this test.  In other words, effective Risk Profiling.

    Max 8 Headlines, Again

    The once storied aerospace firm, Boeing just can’t seem to catch a break.  A self-made purgatory: the gift that keeps on giving.  Offshoring engineering software development as a cost saving method appears to have backfired.

    Damningly, Multiple investigations – including a Justice Department criminal probe – are trying to unravel how and when critical decisions were made about the Max’s software.  During the crashes of Lion Air and Ethiopian Airlines planes that killed 346 people, investigators suspect, the MCAS system pushed the planes into uncontrollable dives because of bad data from a single sensor.

    That design violated basic principles of redundancy for generations of Boeing engineers, and the company apparently never tested to see how the software would respond, Lemme said.  “It was a stunning fail,” he said.  “A lot of people should have thought of this problem – not one person – and asked about it.”

    To this observer, it appears that this software met the test for core competency.  If this is the case, why would this be outsourced to save a few bucks?  It certainly appears to be outside the organization’s culture of redundancy that has served the organization well for decade.  A third-party vendor most likely would not share this cultural trait.

    How does your organization handle Bet Your Company procurement decisions?

    Pre order our new book

    Navigating the Data Minefields:

    Management’s Guide to Better Decision-Making

    We are living in an era of data and software exponential growth.  A substantive flood hitting us every day.  Geek heaven!  But what if information technology is not your cup of tea and you may even have your kids help with your smart devices?  This may not be a problem at home; however, what if you job depends on Big Data and Artificial Intelligence (AI)?

    Available April 2025

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is a coauthor of the recently published book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    We are also pleased to announce our forthcoming book to be published by CRC Press in 2025, Navigating the Data Minefields: Management’s Guide to Better Decision-Making.  This is a book for the non-IT executive who is faced with making major technology decisions as firms acquire advanced technologies such as Artificial Intelligence (AI).

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross-Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg and his book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • The Crisis/Challenge of AI in 2025

    The Crisis/Challenge of AI in 2025

    “Many processes are repeatable and only data inputs change.”

                                                                                                         — Scott Shemwell, 2023.

    Technology disruption has been with humankind since the first invention.  We get used to one model and suddenly, a new way supplants the old.  Much has been written about the innovation process, and it is not the focus of this Blog to regurgitate the obvious.

    However, Wikipedia states, “Beyond business and economics disruptive innovations can also be considered to disrupt complex systems, including economic and business-related aspects.  Through identifying and analyzing systems for possible points of intervention, one can then design changes focused on disruptive interventions.”  This is the broader focus of this piece.

    Human Redundancy?

    One if the ongoing concerns, “will AI replace humans?”  As of this writing, many do not believe it will, at least anytime soon.  Interestingly, according to Harvard professor Karim Lakhani, “Just as the internet has drastically lowered the cost of information transmission, AI will lower the cost of cognition.”  This is consistent with the traditional path of Information Technology innovation.

    Moreover, this concern is not new.  In her 1983 paper, Ironies of Automation, Lisanne Bainbridge posited that there are inherent problems with automating workflow, humans are still required for tasks that are not easily (if at all) automated.  Oversight of automation requires more training in new job skills, not less.  More recently, the former Chief Scientist of the US Air Force points out the “Original Ironies of Automation is highly relevant with regards to today’s new wave of AI-enhanced automation.  Near misses and incidents involving human automation operations often arise from a mismatch between the properties of the system as a whole and the characteristics of human information processing.”

    In our forthcoming book we address the need for Strong Oversight coupled with Standardization and Risk Tolerance to address the broader need for upskilling today.  According to McKinsey, “Any engineering talent rethink needs to begin with an understanding of how gen AI will affect the product development life cycle.”

    Paraphrasing Mark Twain, “The rumors of Human demise are greatly exaggerated.”  AI is here to stay and should be embraced with cautionary guardrails as it is still immature and subject to error.

    Human Factors

    One pundit refers to the ‘Human Edge‘ as the competitive Advantage we have over machines.  This pundit has long been an advocate for Human Factors when it comes to managing technology, especially emerging technology used for process or production management.  The risk profile otherwise is just to0 steep and high.  One only has to look at the recent travails of the once venerable firm, Boeing.

    2025 and Beyond

    Artificial Technology, its future derivative products and solutions not yet envisioned will continue.  Most likely at the breakneck speed or faster of today.  Remember when we used to think of the Internet growth in terms of Dog YearsInsect Years may be the new metric.

    Many, including this writer as documented in our book, believe AI et al is just entering the explosive growth on the maturation curve.  We must live with it and the most successful will get ‘on board’ when the timing is right for them.

    Exciting times lie before us all and it is a great time to be alive, at least from a technology perspective.

    How are you, your family and work colleagues prepared for the future?

    Pre order our new book

    Navigating the Data Minefields:

    Management’s Guide to Better Decision-Making

    We are living in an era of data and software exponential growth.  A substantive flood hitting us every day.  Geek heaven!  But what if information technology is not your cup of tea and you may even have your kids help with your smart devices?  This may not be a problem at home; however, what if you job depends on Big Data and Artificial Intelligence (AI)?

    Available April 2025

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is a coauthor of the recently published book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    We are also pleased to announce our forthcoming book to be published by CRC Press in 2025, Navigating the Data Minefields: Management’s Guide to Better Decision-Making.  This is a book for the non-IT executive who is faced with making major technology decisions as firms acquire advanced technologies such as Artificial Intelligence (AI).

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross-Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg and his book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • DOGE’d

    DOGE’d

    The Day the Congress Stood Still

    On December 18, 2024, Elon Musk delivered on the social media site, 𝕏  the death knell of a 1500+ page so called Continuing Resolution that was to stave off a Federal Government shutdown.  Later it was replaced with a much shorter (100+ page) bill that passed largely intact.

    This Out-of-the-Gate action by the Non-Government Organization (NGO), DOGE (Department of Government Efficiency) may foretell the next 18+ months of DOGE’s self-imposed life ending July 4, 2026.  This first Musk assessment revealed extensive and massive political pork earmarked spending.

    The Congress and all manner of hired bureaucrats may face increased public scrutiny, posted for all to see.  Who knows, the idea may expand to all levels of government and their hired hands.

    Creative Destruction

    Previously, we discussed this economic substitution model“The economist Joseph Schumpeter was the first to coin the term creative destruction–the destruction of old markets and those active in them through innovation, & inventing of new markets, this can be new technologies, methods, business models, services, or products.”  One can argue that the creative destruction cycle time is very short today.

    And perhaps getting even shorter!

    Gort or Grok?

    In the original (1951) movie, The Day the Earth Stood Still, the robot Gort has the ability to destroy the world.  It is prevented from doing so by the utterance (by a human) of the key words, “Klaatu barada nikto.”

    According to 𝕏, the Artificial Intelligence (AI) robot of today, Grok (formally defined as “to understand something”) “leverages the 𝕏 platform to understand what’s happening in the world in real time. We recently launched two additional features to enhance this experience even further: web search and citations.  Now Grok draws upon posts from 𝕏 and webpages from the broader internet to provide timely and accurate answers to your queries.  We also added citations, so you can easily dive deeper into a source to learn more or verify the information provided by Grok.”

    Fortunately, three simple words neutralized Gort, and the earth was saved.  Grok will not so easily be rendered impotent, unless the First Amendment is repealed.

    The government world has been (figurately) creatively destroyed and changed forever.  Moreover, in their world of consistent suboptimal performance, most have no idea what has already happened to their cherished long-standing bureaucratic processes.

    The Regulatory Public Comment period will never be the same.

    After DOGE

    It appears that Musk has put in place an AI solution that will live on after the formal closure of DOGE in 2026.  Grok and other emerging AI tools can continue to review and assess each and every piece of proposed legislation and other government edicts regardless of length and/or complexity.

    Like Hacking, those opposed to honesty will seek ways to thwart AI.  Those providing transparency solutions will need to stay one step ahead, just like law enforcement agencies that are required to enforce and uphold the law.  If accepted social behaviors norms are to prevail, transparency is demanded.

    Finally, we can “read the bill to find out what is in it.”  Prior to voting!

    This Accountability Sucks!

    Well, get over it!  One suspects entrenched vested interests will try to find ways around this revolution, but likely to no avail.  There is not only a new sheriff in town, even after he leaves, the new accountability will remain.

    And so much for the current media business model whereby either a single individual or small group amalgamates society’s daily activities and present the proletariat with their (often agenda driven/opinionated/biased) version of THE NEWS.

    How will you take advantage of the AI delivery of information?

    Pre order our new book

    Navigating the Data Minefields:

    Management’s Guide to Better Decision-Making

    We are living in an era of data and software exponential growth.  A substantive flood hitting us every day.  Geek heaven!  But what if information technology is not your cup of tea and you may even have your kids help with your smart devices?  This may not be a problem at home; however, what if you job depends on Big Data and Artificial Intelligence (AI)?

    Available April 2025

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is a coauthor of the recently published book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    We are also pleased to announce our forthcoming book to be published by CRC Press in 2025, Navigating the Data Minefields: Management’s Guide to Better Decision-Making.  This is a book for the non-IT executive who is faced with making major technology decisions as firms acquire advanced technologies such as Artificial Intelligence (AI).

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross-Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg and his book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Birds of a Feather . . .

    Birds of a Feather . . .

    Eagles Soar, others flock.

    Post the US election, it seems that many on the losing side are circling the wagons and pointing to the ‘other guy’ to blame for a series of political sins.  Like fish in a school, the belief seems to be that the crowd provides an element of protection.  But is this belief borne out by observation?

    Experience suggests that the masses can be figuratively slaughtered while the lone leader prevails.

    Keep Doing What You’re Doing

    Paraphrasing the Brown/Einstein quote about insanity, ‘many are doubling down on past behaviors that have already cost success.’  Yet we humans keeping going back to the old playbook.  Partially, because we do not know any other options.  Shame on those without a well thought out strategy (with options) because as we know, ‘No plan survives initial contact.”  If your political party just lost a major nationwide election, why would the first post-election reaction be to do more of the same?  Not all are taking this path, but based on the public media it seems many are.

    We often refer to the concept of Groupthink, “A process through which the desire for consensus in groups can lead to poor decisions.  Rather than object to them and risk losing a sense of group solidarity, members may remain silent and lend their support,” when speaking about group dynamics.  Let me posit that this sociological model does not address the dynamics of the losing side in the recent Presidental election.

    The Abilene Paradox

    The “Abilene paradox refers to a situation wherein no member of a group decides to contest a decision taken by the group, believing it to be the consensus of everyone, when in reality, none of the group members agree with the decision.  However, none of them speak up for the fear of going against the wishes of others and end up regretting not speaking up in time.”

    To this pundit, the Abilene paradox more closely mirrors what may have been happening to the losing presidential candidate team than many other social and behavioral models.

    The following short video provides a good and concise presentation of this methodology and its origin.  Suggest readers take a few minutes to watch it.

    Early Signals from the Markets

    Note: This paragraph is the opinion of this writer and not the result of a formal data analysis or use of any methodology.  Also, it does make one wonder if the results of the US Presidental election were borne out exclusively for the reasons many pundits are putting currently putting forward.

    Thanksgiving is the informal kick off for the holidays or Christmas.  It seems that the atmosphere this year is more upbeat, even joyous than in the recent past.  For example, starting with the so-called Black Friday (the day after Thanksgiving), “E-commerce was the biggest winner over the weekend, showing the strongest growth year over year. U.S. online sales for the weekend were $41.1 billion, and online spending set new records on each of the five days, according to data from Adobe Analytics.”  Despite persistent inflation, these sales figures are extraordinarily strong.

    Moreover, advertisers seem more willing to use the phase, “Merry Christmas” more than in the recent past.

    Perhaps, the outcome of the election excited the population, but maybe there is an additional factor to be considered.

    Retail marketers must develop champaigns well in advance of the purchasing season.  Decisions regarding inventory volume and key ‘in’ styles and toys etc. must be made.  Moreover, festivities, parades and other market Pull Drivers as well Push (when appropriate) must be developed, funded and implemented.

    Bottom Line–these efforts should be seen as a major Leading Indicator.  This suggests that retailers and other consumer/hospitality sectors had supporting data many months ago, i.e., Big Data Analytics.

    Hypothesis, while very important, the personalities in the election may have played a lesser role than many believe.  The rising tide lifted the boat of the candidate(s) that could sense this underlying movement higher better than those that did not pick up on these vibrations.  This is an important leadership trait.

    This does not diminish the role of candidates and positions taken.  We simply make the case that there is a broader social and economic movement afoot.

    This writer only has access to public information and the opinions of others on this subject.  There may be other processes and behaviors taken by the presidential parties (not publicized) that can either add or detract from the arguments herein.  Additionally, some public behaviors such as campaign budgets and spending habits are known and likely contributed to the wining process as well as the losing operation.

    Final Thoughts

    In the coming years many books, research papers and other documents will be written about the 2024 US Presidental election.  Some will add real value to the discussion, yet sadly many will seek to justify positions taken.  Others will label scapegoats.

    Likely, history will show that this election is but a single yet major impact event of a very large social transformation whose final impact we cannot yet surmise. 

    To be successful in this new environment, individuals and the groups they represent only gain actionable and factual knowledge when strict and structured methodologies are use based on strong data foundations.  In this piece, the November 15, 2024, edition The Transformation of Our Spreadsheet Society and others (previously published and future editions), we attempt to participate in these early discussions.

    What have you learned from the outcomes of November 5, 2024?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is a coauthor of the recently published book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    We are also pleased to announce our forthcoming book to be published by CRC Press in 2025, Navigating the Data Minefields: Management’s Guide to Better Decision-Making.  This is a book for the non-IT executive who is faced with making major technology decisions as firms acquire advanced technologies such as Artificial Intelligence (AI).

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg and his latest book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Cultural Cognitive Dissonance

    Cultural Cognitive Dissonance

    “Cognitive dissonance is the mental discomfort that results from holding two conflicting beliefs, values, or attitudes.”  Verywellmind

    Typically, we associate this behavioral issue with individual humans.  Yet, aren’t organization comprised of human beings?  Well at least until the AI robots take over.

    There can be many issues causing individual and collective angst and some are described below.  However, it is not daily decisions management makes that we do not agree with that are the most destructive.  The real challenges groups face are the ones that challenge organizational culture–such as major change or organizational transformation efforts.

    Yet, what if cultural cognitive dissonance is not caused by major one time events?  What if it is the result of the systemic nature of the organization.  For example, employees are routinely treated poorly and not valued.

    From a personal perspective, twice in my career I blow the sales quota away by multi-millions.  My reward; thanks and we can’t pay that much in commission.  And the final coup de grâce, “we want more of this type business so we are going to hire someone to do it.”  Guess, what!  Both companies did and these huge deals were never sold again.  Oh and BTW, both went out of business not long after.

    There are consequences when organizations exhibit cultural cognitive dissonance.  Not just to the individual, but that message was clearly sent and no one ever again stepped out of their boxes.  Game, Set, Match!

    Moreover, for large global firms, there may be cultural clashes among the different global divisions/companies.  This can be managed but may often be at odds with each other.

    From Verywellmind, the following three major causes of cognitive dissonance apply to organizations as well as individuals.

    Causes of Cognitive Dissonance

    • Forced Compliance–Required to behave in a certain way that may be contrary to beliefs or desired behavior
    • New Information–Obtaining new information or data that calls into question previous positions
    • Decisions–The quandary of needing to select one of two or more similar alternatives

    According to the well regarded Cleveland Clinic, “Cognitive dissonance can feel a lot like anxiety and stress — and they often come paired together. When you’re stressed or anxious, you could affect your overall mental, emotional and physical health.”

    This observer suggests that these symptoms will apply to organizations as well.  This could contribute or lower performance and even the demise of a once viable organization.  This condition is something to be taken seriously.

    Does your organization realize there may some internal cognitive dissonances in your culture?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is a coauthor of the just published book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg ands his latest book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Fake Science

    Fake Science

    “I would rather have questions that can’t be answered than answers that can’t be questioned.” – Richard Feynman

    I am the science.”  You have got to be kidding me Mr. Fauci.  Clearly, you have no training in the Scientific Method or maybe your just plan arrogant.  Home many lives have you and you colleagues destroyed, you fake scientist?

    As an actual degreed physicist, I have published here and other media on the process ‘real’ scientists take to address new phenomena.  Yet a singular medical doctor, not a degreed scientist claims the godlike mantel of ‘I am science?’

    Welcome to 21st Century quackery.  In his testimony before Congress, “Dr. Fauci reaffirmed shocking testimony that the ‘six feet apart’ social distancing recommendation that he promoted was arbitrary, not based on science, and ‘sort of just appeared.’”  Science?  NOT!!  Do I hear leaches and blood letting are next?

    Trillions and Trillions and Trillions

    Untold lives and treasure has been destroyed by the Covid-19 quacks.  Not just MD types but a complacent media and hapless governments (politicians as well as regulators) at all levels.

    I am not a Covid denier.  Yes, many got sick and too many died, but we are now learning is that a so call ‘medical’ approach to this problem was based on NOTHING real!  Moreover, it appears that senior officials at the  National Health Institute knowingly lied to us repeatedly.

    Let me see if I understand this, a US funded research institute focused on ‘gain of function‘ released the Covid or it came from a bat?  Readers can make their own decision.

    Pockets were padded and many had their (more) than fifteen minutes of fame.  What did the rest of us get? Lost jobs, closed (forever) small businesses, and now ‘oh joy’ inflation due to government largess.

    The National Institute of Health appears to have put in place a systematic procedure to foil Freedom of Information Act requests.   Our right to know and have oversight that limits the ability of dictatorships to emerge was compromised.

    The arrogance and disgust which these so called public service hold us, the public is beyond the pail.  But not to worry they are all multimillionaires working on GS 15 (~ $180,000) salaries.  They must get great investment advice.

    The old saying about reality is applicable, “If it looks like a duck, walks like a duck and quacks like a duck, then it just may be a duck.”  Or it may be a MD policy wonk from the government that is ‘here to help or destroy your life.’  Remember how those who questioned the conventional wisdom were treated/abused?

    Bring in the mandatory masks.  No less than the conservative (lol) AL JAZEERA reports that key Covid players now question the value of masks we were all forced to wear.  Fascism!

    What the world was put through for years by dictatorial medical types and the fake media that took down other opinions and approaches is appalling.  Jail time is too good for these liars as they got rich.  Next time they come up with the crap they should be run out of town as they have not earned any respect.

    Have you put your liar detector in place when the fake government arrives and says ‘we are here to help/mandate?’

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is a coauthor of the just published book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg ands his latest book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Artificial Stupidity

    Artificial Stupidity

    Listen closely and pay attention as our menu has changed.

    The frustration to the automated phone operator are legend.  All of us have had our issues with this form of (non) customer service.

    Recently this pundit placed a call at a number provided by the vendor and went though all the (voice) menu items, only to hit the ‘other’ button.  At this point, I was advised to dial the number I already had.  So much for Artificial Intelligence (AI) and welcome to the era of Artificial Stupidity.

    Firms are all jumping on the AI bandwagon, even though the technology is immature at best.   Sound like the dot.com bomb of a quarter of a century ago.  One wonders, what damage to their brand are the organizations incurring?

    Enter the MVP Mindset

    In recent years the software development sector has ‘Dumbing Down’ the level of  product commerciality.  Minimum Viable Product or MVP can be defined as, “The version of a new product which allows a team to collect the maximum amount of validated learning about customers with the least effort.”  Used to be called BETA in the good old days.  Now MVP is often seen as THE commercially released product.  Dah, hence the issues, frustration and lack of credibility in so-called AI solutions.

    All Things AI

    As mentioned, AI is all the rage.  Much like a fashion statement. everyone is jumping on that bandwagon.  But does it work?  Moreover, it encompasses a large spectrum of operations.

    Basically, anything that need big data crunching.  Yet crunching numbers is only interesting at best.  What problem is being solved?  This is where the weakness continues.  Algorithms are only as good as their author.  Some argue machines will take over this task, but one doubts anytime soon.  For example, jet engine commercial airlines are over 65 years old but increasingly seem to have construction/maintenance issues.  What makes us think this technology will be any different?  The Technology Adoption curve can be very lengthy and full of potholes.

    The judicious use of commercial quality software makes the most sense.  Just because every one is doing it is not a shareholder value added.  In many cases a sloppy approach actually decreases equity value.

    What is your organization’s approach to new technology and how does it add value?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is a coauthor of the just published book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg ands his latest book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Burrattery

    Burrattery

    Burr!  Its winter in the northern hemisphere and many shiver from the cold.  The ‘Many’ include batteries.

    We have know for generations that cold weather negatively affects electrical batteries.  So, it should come as no surprise that Electric Vehicles (EVs) performance can suffer greatly when the temperatures are extremely cold.  This phenomenon is not limited to this power source, diesel engines face similar challenges at very low temperatures.

    Is It All Hype?

    The IT research firm, Gartner has developed a model describing the process from the inception of new technologies to their general acceptance.  The Gartner Hype Cycle is widely viewed as a reasonable model of this process and is applied to a wide variety of technological innovations.  As the title suggests, technology undergoes a process of innovation, disappointment and finally broad acceptance.  Moreover, this process can take many years with the demise of many startup companies that were perhaps even too early in the process.

    According to Gartner, “Data-enabled services, electrification and smart cabins are a part of many technologies in this Hype Cycle.  Most of these technologies continue to be in the Innovation Trigger and Peak of Inflated Expectations, showing they have a lot of potential to disrupt the automotive space, but yet have some way to go before reaching mainstream adoption.”

    Diffusion of Innovations

    Most readers are probably familiar with the so-called Technology Adoption model which is composed of five types of users/buyers:

    1. Innovators
    2. Early Adopters
    3. Early Majority
    4. Late Majority
    5. Laggards

    For these and more reasons (including high prices), it seems that EVs may have a way to go before wide acceptance with more robust battery technologies.  Finally, we previously challenged the perceived low Carbon Footprint of batteries and documented these technologies are not as green as portrayed.  Interested readers can take a look at our blog Crippling Green discussion regarding the economics of Climate Change.

    Where does your organization fall on either or both of these curves for battery technologies?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is a coauthor of the just published book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg ands his latest book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • When Does It End?

    When Does It End?

    Once Again Organizational Safety Cultures Have Failed.  Why Does This Keep Happening?

    The controversial Normal Accident Theory suggests that in complex systems accidents are enviable.  So it would seem with continued major disruptions in Critical Infrastructure Sectors.  We have argued that this is not necessarily correct.

    Systemic Safety Culture

    Following the Deepwater Horizon incident in 2010 and building off our 2014 book, IMPLEMENTING A CULTURE of SAFETY A ROADMAP FOR PERFORMANCE BASED COMPLIANCE, we continue to address the issues associated with safety failures and developed a Roadmap towards the High Reliability Organization (HRO).  An HRO faces the same challenges are its industry peers; however, it has robust processes in place to quickly mitigate safety and critical operational exposures.

    As part of our practice, we have developed a robust toolkit to facilitate the rapid transformation to an organizational Safety Culture without business disruption.  Many of the tools are provided at no cost and are easy to use–their details are available.

    Culture Eats Strategy

    The aircraft manufacture Boeing and its supply chain are undergoing increased scrutiny as result of the Alaskan Airline Max 9 inflight door failure.  This is entirely appropriate.

    As part of this process, the aircraft producer’s culture has come into question.  Some argue the firm moved away from an engineering culture to a safety culture.  This pundit believes that they are one in the same for this sector.

    A more appropriate argument is that the firm has recently exercised other values at the expensive of aircraft manufacturing technology.  Is this a loss of focus and a deviation from core values and capabilities?  Always a danger, i.e., New Coke and Bud Light.

    Get Smart

    In our recent book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability, ” we make the case that the smart extended factory floor (including supply chain partners) adds significant value to organizations in that sector.  This approach supports engineering/safety cultures while enabling certain social behaviors.

    We believe that a simple Safety Culture is insufficient in complex environments.  It must be coupled with High Reliable Management.  Only then can organizations capitalize on ‘Smart’ coupled with new solutions such as Artificial Intelligence.

    Is your Safety Culture Adequate?  If not, what are you doing about it?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is a coauthor of the just published book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg ands his latest book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our recent blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Remotely Gone

    Remotely Gone

    Remote Working was once heralded as the ‘New Normal,’ many employers are now less enamored with this business model.

    Having worked remotely in one way or another since the early 1980s, this pundit had some reservations when the tidal wave of glee over the opportunity to stay home and work in your robe or even your underwear emerged.  We first addressed this issue in March 2020 when the idea was newborn.

    Per the linked blog, working from home requires discipline as well as treating the new office as a professional situation.  Unfortunately, not all have that in their DNA.

    Productivity?

    With almost 50 years of remote working sometimes as a result of international travel in an era before connectivity, I have personally seen the ups and downs of work from a hotel room, a pay telephone, the laptop and mobile devices.  It is sometimes challenging to to keep focus.  There can also be a degradation of organizational culture

    The current management paradigm is named Hybrid working.  Firms are demanding at least some time to be spent in the office face-to-face.  According to one source in September 2023 only 14% of positions were remote compared to 20% in February.  Others have already demanded full time at the office as a condition of employment.

    Final Thoughts

    The ebb and flow of management theory is as old as humankind.  Sometimes, however human behavior is not taken into consideration by some prognosticators.  We are social animals and need human contact not just to thrive but to survive.  The water cooler is making a comeback.

    How will your organization retain its culture and assure productively in this new era?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is a coauthor of the just published book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg ands his latest book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our recent blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Freedom … to Fail

    Freedom … to Fail

    An American flag flying in front of some classic architecture.

    Today, those of us in the United States and indeed many other parts of the world celebrate the 247th year of Freedom.

    Generally, freedom is seen as a function of speech, religion, lifestyle choices and even entrepreneurship.  In 1941, President Franklin Roosevelt proposed Four Fundamental Freedoms:

    1. Freedom of Speech
    2. Freedom of Worship
    3. Freedom from Want
    4. Freedom from Fear

    In some ways, these levels of freedom fit within lower levels of Maslow’s Hierarchy of needs.  However, the road to the top levels (especially self-actualization) of his pyramid can be rocky.

    “Only those who dare to fail greatly can ever achieve greatly.”

    Robert F. Kennedy

    Failure can be a great teacher.  As Thomas Edison is credited with saying, “I have not failed. I’ve just found 10,000 ways that won’t work.”  So we argue that the Freedom to Fail is as important as other freedoms.  For without failure human progress would stall.

    So as we celebrate with hot dog eating contests, fireworks and being with family, lets not forget that our modern conveniences and even political and social experiments that work are a function of many so called earlier failures.

    Topics of the day include ESG, DEI and other social trends.  However, not all processes tried will be successful.  However, we can’t get to wherever ‘there’ is with taking a chance.

    Do you allow yourself the Freedom to Fail, Learn and Move On?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is a coauthor of the just published book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg ands his latest book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our recent blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Getting To Smart

    Getting To Smart

    We are pleased to announce the publication of our new book, Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.

    The first sentence in the Abstract of Chapter 2, Operational Technologies reads, “There is a lot of information about ‘Smart Manufacturing’ albeit precious little information about its implementation and ongoing sustainability. Without a set of guidelines or what is commonly known as a Roadmap, the likelihood of success is limited.  Like an architect’s blueprint, a Roadmap provides management and its Information Technology (IT) support organizations (internal/external) with the ability to cost effectively drive their organizations toward Smart.”  This is the theme of the book which develops an actionable Roadmap that enables organizations to successful implement and sustain Smart Transformational Change.

    Implementation Process

    Regardless of your industry sector, there are several major processes to follow when developing and implementing a Smart Transformation.

    •  Identify the Economic Value of the investment
    • Determine the Maturity of the Technology to be used and Risk associated with its use
    • Process drives the Technology, not the use of ‘cool’ or topical hype
    • Align with industry and technology Standards
    • Put in place a Risk Mitigation strategy
    • Learn from other’s Best or Good Practices
    •  Drive the organizational Transformational Process
    • Manage to the Measures of Success

    We have driven this type of change based on new technologies and knowledge for almost 50 years.  This approach is ‘Tried and True’ as well as well documented.  One suggests that the Roadmap provided is the framework needed for success regardless of your industry sector.

    How are you assuring the Smart Transformation adds Value to your Organization?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg ands his latest book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our recent blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • A Windy Position

    A Windy Position

    In a recent online discussion, this pundit put forth the thought that fiberglass wind turbine blades can pose an environmental problem when decommissioned.  This position was quickly challenged with the rebuttal that burning coal ‘kills’ kids so it did not matter if discarded blades litter the countryside as it is worth it.

    According to research quoted by the European Wind Energy Association, “With wind turbine blades likely to account for some 50,000 tons of waste annually by 2020, growing 4 times by 2034 the landfill is not a viable long-term solution.”  Moreover, “Findings from the University of Strathclyde indicate a global increase of wind turbine blade waste from around 400,000 tons per annum in 2030 to around two million tons by 2050.”

    My rebuttal to the kills kids argument–what will this do to global population health?  Keep in mind, this is only one source of industrial (and consumer, i.e., EV automobiles) decommissioned assets.

    Disposal/Recycling

    “Glass-reinforced polymer composites (GRP), used in wind turbine blades around the world, is recognized as a hard-to-break-down source of pollution.”  Research is underway to address this problem and mostly likely progress will continue going forward.

    “Currently only a few recycling techniques are available to treat such an enormous quantity.  So most have been landfilled and many continue to be buried today.”  Other current options include:

    • Grinding–turning fiberglass into powder.  A labor intensive process that provides filler for other purposes
    • Incineration–the ash is usually disposed of in a landfill
    • Pyrolysis–decomposes into three recoverable substances: pyro-gas, pyro-oil, and solid byproduct— all of which can be recycled

    “While the overall life of the wind turbine does cause less pollution than coal-fired power plants do, the initial solution of just burying the fiberglass doesn’t seem in line with the goal to cause less pollution.” (Ibid)

    Really?  How is this saving the planet?

    Clearly, these alternative disposal processes have a financial cost greater than simply burying the blades.  If not, they would be used more frequently.

    Future generations will have to address this issue much like the current one continues to deal with asbestos from the past.  The KIDS will end up dealing with and paying for the folly of their parents and grandparents.

    A Contrarian Posture

    As noted, there is a romanticism about renewable energy sources, most commonly wind and solar.  However, we believe in the ‘no free lunch’ model.  There are risks and cost associated with every form of energy.

    In two recent editions, Heavy Metal Rocks and Going Green? Or NOT! we took an initial look at the financial cost over the renewable lifecycle as well the environmental impact that will need to be addressed.  The edition is a continuation of the premise that, “Technology Romance must be met with Fiscal Realities.”

    Society will eventually recognize the environmental damage done by solar and wind energy systems can be very high.  By then, the harm may have been done.

    As an example, many oil and gas assets are approaching end of life.  The decommission costs are very high and increasingly regulations are changing to hold asset owners accountable for these costs.  Generally, accountants refer to these as Reserves.

    Shouldn’t renewable asset holders be required to set aside reserves to cover the disposal of assets as well?

    Lifecycle Cost Structure

    For capital assets with significant planning, development, manufacture, deployment, operations & maintenance and finally decommissioning costs there is another dimension.  The Asset Maturity Model was developed to assist management understand how to best maximize asset performance over decades, in some cases.  This model is integrated into an economic value model which we be discussed herein.  There are also a number of tools and standards available to assist management, such as ISO 55001–Asset Management.

    In April 2022, Bloomberg published a piece, “Wind Power’s ‘Colossal Market Failure Threatens Climate Fight.”  The Global Wind Energy Council deemed the current wind energy situation a ‘Colossal Market Failure.’

    Blaming a mismatch (alignment) between governments policies and current markets, the risk is not only that net zero targets will not be met but the supply chain is contracting.  Moreover, one study suggests that for the US net-zero policies will cost more than 12% of our Gross Domestic Product (GDP) in 2050.  To put this in perspective, today Social Security cost 5% of GDP and Medicare/Medicaid 6.4 percent–11.4% combined.

    The ‘lack of alignment‘ is a major determent to successful organizations.  In our recent blog, ESG Explained we discussed the role organization and its ecosystem governance at length.  Building on our 2011  monograph, Asset/Equipment Integrity Governance: Operations–Enterprise Alignment; A Case for Board Oversight (AEIG) we developed the case for Operational Excellence as part of ESG.  Energy and supply chain management are key components of this enterprise approach.

    Total Cost of Ownership (TCO)

    TCO is a function of the acquisition cost, including all engineering, design, deployment, installation etc. as well as ALL costs associated with its lifecycle OPEX, including decommissioning, abandonment, and environment remediation.  It is all encompassing.  It is the long-standing metric that all projects must understand and model accordingly before a Capital Expenditure (CAPEX) is authorized.

    The following list are documented per citation links.  These are taken from a recent article challenging the Return on Investment (ROI) of current green initiatives.

    Readers will note that some are social costs, i.e., transition costs to new energy sources currently provide minuscule contributions to the Energy Basket.  These costs will grow dramatically going forward.

    •  “Making a transition from fossil fuels to green energy is costly.  Solar and wind can only deliver electricity, which accounts for less than a fifth of total energy consumption.
    • When the sun doesn’t shine or the wind doesn’t blow, prices rise quickly and we have to revert to fossil fuels for backup.
    • Batteries are inadequate and expensive, easily quadrupling solar electricity costs and failing to provide much power.
    • In 2021, Europe only had battery capacity to backup less than 1 ½ minutes of its average electricity usage.  By 2030, with 10 times the stock of batteries, and somewhat more usage needed, they’ll have enough for 12 minutes.
    • The Bank of America has found that achieving net-zero will cost $150 trillion over 30 years, almost twice the combined annual GDP of every country on Earth.
    • The annual cost of $5 trillion is more than all the world’s governments and households spend every year on education.
    • In a new study, McKinsey finds most of the poorest nations in Africa would have to pay more than 10 percent of their total national incomes every year toward climate policy.  This is more than these nations combined spend on education and health.
    • Reducing emissions just 80% will cost the United States more than $2.1 trillion every year from 2050, or more than $5,000 per person, per year.
    • The annual US cost of World War II is estimated at $1 trillion in today’s money.  Every year by 2050, climate policy could cost Americans more than twice what they paid during the Second World War.
    • Surveys show few people are willing to spend more than a few hundred dollars a year on climate policies.  Asking people to spend tens or hundreds times more is a recipe for failure.”

    These are significant tangible and intangible costs.  In this writer’s opinion, the business case has not been made for these and other total cost line items.  A more extensive study should be considered by readers who want to do a deep dive on these economics.

    Keep in mind, that these broader issues do not take into consideration regarding daily operations and maintenance.  These must be factored in as well.

    Finally, while these are ‘opinions’ from reputable sources, why are they not considered the economic models used today?  Seems like Data Bias, doesn’t it.

    EVPM

    Beginning in 2004, recognizing many of the TCO components as well as the economic value potential from a CAPEX, we developed what came to be known as our Economic Value Proposition Matrix model (EVPM).  This model is now mature, robust as well as integrating a Risk Matrix.

    It is an excellent tool for assessing both Tangible and Intangible components of value and cost.  Additionally, a free version is available and it is fully supported with training as well as other materials (including a video).

    Importantly, EVPM “Translates technology into the Language of Business” which make it an excellent tool for preparing to meet with the Chief Financial Officer (CFO) and/or Budget Committee.  Management makes decisions as a function of the risk associated economic value brought to the organization.  While technology has a level of romance to it, financial issues are the major decision making driver.

    The Energy Basket

    It is useful to look past the hype to see what the US energy basket actually looks like.   Slightly over three percent comes from wind and only 1.3 % is solar.  Fossil fuels (petroleum natural gas and coal) represent 79% of our current energy consumption.  In the opinion of this writer these disparities have been basically the same for decades.

    China and India burn 14 million tons of coal per day!  By all accounts, coal will play a major role in power production in these economies for some time to come.  As a function of the global percentage of coal used; China over 50%, India over 11% and the United States at approximately 8.5%.  Moreover, an assessment of its use by 130 countries is available to interested readers.

    The debate about ‘Clean Coal‘ continues.  None-the-Less, most likely coal will continue to be used for decades.  Keep in mind that 2050 is less than 28 year away.

    While regulation plays a role in the energy mix, economics are the fundamental driver.  Until the economics of non fossil fuels change, the basket will most likely not.

    The Lone Ranger is Missing

    Listening to some, it seems that all we have to do is focus on the Energy Transformation and in only a few short years magic will happen.  Hate to tell everyone, there is no Silver Bullet.  Transformation will take decades and should be led by those driven by market forces.

    One example, on April 29, 2022 the Texas Department of Transportation (TxDot) announced the two year closure of a major highway artery in the Houston metropolitan area to replace a concrete ramp.  Point being, road construction is well understood and a major proven technology and process.  Still, it will take a significant amount of time to perform this upgrade.

    How can we assume a major Energy Transformation using new technologies will unfold as optimistic parties suggest?  History suggests this is not likely.

    Closing Points

    This long time energy careerist believes that various energy sources from the basket should be used as economically appropriate.  While we all have an interest in a low pollution environment, if the economics as shown in this piece are close to correct, the resulting economic damage may be greater than a somewhat warmer planet.

    The data presented herein are documented.  The sources and quality of the data can be challenged but it should not be ignored.

    Finally, this piece has focused primarily on wind energy.  A similar analysis needs to be taken for every energy source including fossil fuels of all kinds.

    The demand for energy will continue to grow and even exponentially.  Clean fossil fuels are available and without strong energy balanced policies the future is bleak for many and not just because of climate change by the significantly higher cost of living and loss of opportunities due to energy starvation.

    The energy challenges are complex and dynamic.  This blog is not a comprehensive review, but simply a focus on a narrow aspect.  For example, we did not delve into issues such as Carbon Capture & Sequestration.  A calm, rational, economics discussion is in order.

    What does Energy Transition mean to you and how will you help the Less Fortunate be better off?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials.  They are provided for education and entertainment only.

    For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game.  You can contact this author as well.

  • So Here We Go Again?

    So Here We Go Again?

    Will gas lines return?

    Recent geopolitical events have driven the price of gasoline sky high–again!  As of this writing it is difficult to say where this will all lead.  What is known is that the cost of all things related to petroleum have significantly increased and may go even higher.

    According to the U.S. Department of Energy, in addition to transportation and heating, oil and gas are used in over 6,000 everyday products.  In other words, their use is pervasive in all societies and economies.

    As a response to the oil shock of 1973, in 1975 the Energy Policy and Conservation Act (EPCA) developed the Strategic Petroleum Reserve (SPR).  According to the DOE, as of December 2021 the current inventory was approximately 600 million barrels of crude oil.  It is designed to be a buffer or in digital terms a cache in case of disruption or other requirements.

    Furthermore, according to the U.S. Energy Information Administration (EIA), in 2021 the US consumed approximately 20 million barrels of oil per day.  Assuming Russia exports 8% or approximately 1.6 million barrels (including refined products) per day to the US, this shortfall can be replaced with SDR withdraws as well as increases from both domestic producers and other exporters.

    What Do We Do Now?

    Oil and Gas are commodities and are therefore subject to the same Supply and Demand processes inherent to that segment.  Other examples include, gold, cattle, pork bellies and orange juice, etc.

    Today’s global markets perceive that the demand for gasoline is higher than the available supply.  Therefore, sellers can command higher prices.

    The apparent supply can be brought into balance with demand in two fundamental ways.  First, and easiest is to cut back on consumption, i.e., work from home, carpool, mass transit, etc.

    Second, which will take some time is for domestic production to increase.  ‘Small’ increases from trading partners and domestic operators (along with government regulatory assistance) will add up as well.

    One of the worst things that can happen is hording.  Think back to the great Toilet Paper hording in the early days of Covid-19.  It was unlikely that the daily demand for bathroom tissue suddenly increased.

    In effect, households ‘held’ the inventory (instead of stores) until it was worked down.  Manufacturers did not increase production albeit retailers began to ration individual purchases.

    The gas lines of the 1970s were also an example of hording.  Once the Odd and Even license plate model went into effect, they dissipated almost immediately.

    We need NOT go through this experience again!  We all have the tools necessary to change that narrative and not relive history.

    Dealing With the Issue

    For almost two decades we have modeled large scale economic procurement initiatives, both in the public and private sectors.  Attempts to attain 25% or more in value from initiatives are almost always destined to fail.  On the other hand, finding small components of economic value across a number of processes and departments can easily exceed pronouncements of singular, overall great value to be obtained.

    For example if several areas each find 2-5% of value opportunities, 25% can be quickly exceeded.  This works for large and small organizations.  It can work for individual households too.  One need not find the Silver Bullet or make Herculean efforts to overcome difficult challenges.

    Where Can You Find Eight One-Percent Opportunities to Decrease Your Petroleum Footprint?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials.  They are provided for education and entertainment only.

    Photo Source: NPR

    For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game.  You can contact this author as well.

     

  • 100

    100

    This edition marks the 100th post in our Critical Mass Blog series.  We have sought to provide thoughtful, unbiased insight into the contemporary business and organizational challenges we all face.  Since our first blog post on November 27, 2017 our world has turned over in ways none expected.  Likely, this trend will continue.

    This series continues a tradition of newsletters, opinion pieces and other on line punditry first begun in 1998 with our New Millennium News.  A bi-monthly email with a subscription base of approximately 7,000 readers.  A huge number at that time.  We estimate that hundreds of thousands or more have benefited from this knowledge transfer.

    Coincidentally, we reach this milestone as we begin the new year–a time of renewal.  We will continue to address critical issues individuals, businesses, agencies and others face as we all navigate an increasingly perilous path.  This series has addressed Human Resource issues including Diversity, Equity and Inclusion (DEI) Teams , the arrival of Smart Technology, International Business, Covid-19, Supply Chain Management, Operational Excellence, Cultural Transformation (including Safety Culture) Sales, Risk Mitigation and of course Leadership.  Today’s organizations must be very good at all of these disciplines!

    Available Tools

    The mission of the Rapid Response Institute (RRI) is to enable our clients with the ability to posture themselves in their market segments so that they can thrive in volatile markets and capitalize on uncertainty, not suffer because of them.  This is especially important for those economic actors in Critical Infrastructure sectors.

    In support of this mission the firm has developed a suite of Intellectual Property (IP) which includes Know How, practical roadmap Books and guidelines as well as Software as a Service (SaaS) solutions among others.  Many readers know that once a process has been standardized with minimal configuration required, the data is the ultimate driver.  This is the heart of most Enterprise Resource Planning (ERP) solutions.

    With advances in technology, RRI has taken these once multi-million dollar solutions to a price point as well as Use Case where all organizations can utilize this capability.  Moreover, our advancements in work flow such as epitomized in our Cross Cultural Serious Games, Economic Value Proposition Matrix, and Smart OpEx (Operations Management System) and Risk Simulation Modeling add immediate and significant value to the challenges faced as articulated above.  Other Free Tools are available as well.

    Pulling It All Together

    The method to our madness is–Operations!!  As some are fond of saying with derision, “It’s All About the Benjamins.”  Well, it actually is.  If ‘for-profit’ firms are not profitable, they fail.  No amount of Environmental, Social, and Governance (ESG) will save them if they cannot deliver to paying customers.

    Everything RRI does helps organizations to deliver stakeholder value, compliant with ESG standards.  That is our Bottom Line and we are also pleased that Dr. Shemwell, Managing Director has been an independent advocate for responsible corporate success since 2004.

    FYI, major losses and legal actions do not enhance stakeholder value.  Neither for employees, local communities or equity holders.  Everyone loses when in terrible scenarios such as Deepwater Horizon, internal bias corporate hubris, poor high reliability processes/human factor shortcomings or lack of actual DEI.

    This journey continues.  Stay tuned for the next 100 editions where will continue to provide our thoughts on relevant matters.  Thank you very much for your readership and support.

    How is Your Organization Positioned for the Next Four Years?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials.  They are provided for education and entertainment only.

    For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game

    We presented, Should Cross Cultural Serious Games Be Included in Your Diversity Program: Best Practices and Lessons Learned at the Online Conference, New Diversity Summit 2020 the week of September 14, 2020.  Check Out this timely event and contact the organizer for access to the presentations!!

    For more on DEI Standards, see the newly released ISO-30415.

    You can contact this author as well.

  • Heavy Metal Rocks

    Heavy Metal Rocks

    Not the rock bands of the 1960s–1980s, but the mining required to extract the heavy metals necessary for electric vehicles and other renewable energy solutions.  So, what is a heavy metal and why do we care?

    Typically, “In science, a heavy metal is a metallic element which is toxic and has a high densityspecific gravity or atomic weight. However, the term means something slightly different in common usage, referring to any metal capable of causing health problems or environmental damage.”  Often these toxic elements are carcinogenic.

    For most readers this will not come as a surprise.  The heavy metals in batteries can be recycled, thus minimizing their negative impact on the environment and subsequently, humans and other life forms, i.e., the food chain.  However, smaller batteries are typically tossed into the trash.  Larger ones such as lead acid automotive batteries are usually reclaimed (for a fee to the consumer).

    From this pundit’s perspective, it is too early in the technology maturity to fully understand how millions of EV (electric vehicle) will be recycled effectively and economically.  Managing the lifecycle of these ‘elements’ from mining, use, recycling and reuse is a significant component of these renewables.  There is a cost associated with this process, both monetary and socially.

    Total Carbon Ownership

    In the business, the term TCO usually referees to the Total Cost of Ownership.  Updated, this Lifecycle metric may better reflect the Total Carbon impact of a product/solution, i.e., large scale batteries, solar panel, fossil fuels, etc.

    TCO = Carbon as a function of two major lifecycle elements; Operations and Decommissioning.

    For this purpose we define Operations (aka Use) as the lifecycle process from mineral extraction, manufacturing, deployment and maintenance.

    Decommissioning is the process of taking out of service, removal and appropriate disposal of components, including recycling.

    Follow on from our blog of November 2, 2021, where Milton Friedman detailed the complex supply chain required to manufacture a simple yellow graphite pencil, one can only imagine how complex the requirements are for a wind turbine.  Carbon neutral is not a simple problem to solve.

    Enter Structural Dynamics

    Many readers understand that Machine Learning Algorithms use the statistical multivariable method, Multiple Linear Regression–defined as, where “one variable is estimated by the use of more than one other variable.”  While this tool can be useful when assessing the impact and relationships of several independent variables, it does not necessarily help organizations to understand their TCO.

    Theoretically, every economic actor in the supply chain or the decommissioning process can calculate their carbon footprint for each​ product/step they control.  In the real world, such intangibles, i.e., safety are open to interpretation, ‘fudging’ or worse.  Moreover, we can expect large gaps or errors (inadvertent or otherwise) in carbon models that must be addressed if we are to realistically address the carbon problem.

    In the 1990s as a result of watching a number of systemic enterprise failures and/or poor performance, and wondering how this happened with such regularity the questions was raised–why?  This led this author coin the term with the subsequent book, Structural Dynamics: Foundation of Next Generation Management Science.

    Most do not understand the processes and structural changes at work on a daily basis.  Focused on near term performance metrics, they lose sight of the forest while concentrating on the trees.  The subsequent disruption caused is often rapid and economically cataclysmic.

    Structural Dynamics uses tools such as Structural Equation Modeling (SEM) to seek to identify the underlying process and structural movements.  It appears to be a useful tool to address the Total Carbon Ownership that organizations will have to address in the very near future.

    Dealing With Residuals

    Whether heavy metals or carbon, organizations must also assure ESG (Environmental, Social, and Governance) criteria are met throughout the energy lifecycle.  However, there is a cost associated with these and other organizational structures from the deployment and/or use of energy of all types.

    TCO is a decades long cost that can transcend actual corporate life, i.e., acquisition, bankruptcy, etc.  Currently, the oil and gas industry is littered with assets no one claims ownership.  Two cases follow:

    • Stranded assets are, “those investments which are made but which, at some time prior to the end of their economic life (as assumed at the investment decision point), are no longer able to generate an economic return, as a result of changes in the market and regulatory environment.”  These resources are no longer worth continued investment.
    • Abandoned assets have reached the end of life.  By one source, it is estimated that there are approximately 53,000 Gulf of Mexico offshore oil and gas well in this category.  Remediation costs range from $500k to $10 million per well–min $26.5 billion.

    It is reasonable to expect that all sources in the ‘energy basket’ will have similar end of life futures.  Green is therefore, not unique.

    “Forewarned is Forearmed”

    A Serious Assessment

    This pundit believes that scant attention has been paid to the lifecycle (economic and social) price of renewables and that the Total Carbon Ownership cost has never been calculated–certainly not published.  However, there are tools that will shed light on this going forward.

    TCO is a function of a detailed and long lifecycle, not unlike oil and gas assets that in some cases are over half a century old.  Any subsequent model of this process is by default complex, detailed and full of unknowns, or unmeasured latent variables.

    The approached this writer has developed using Structural Equation Modeling driven by Structural Dynamics seems well fitted to address this longitudinal and futuristic problem.

    For many, the so-called ‘green energy’ seems without consequences.  The history of energy suggests otherwise.  A full assessment using Structural Dynamics can reveal gaps, misunderstandings, errors and omissions.

    This model will advise management and even regulators what the true cost of an energy source is.  The approach is worthy of a serious discussion.  By the way, this model works for all sources of energy including coal and other fossil fuels as well as renewables.

    What is Your Firm’s TCO and How Can It be Lowered?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials.  They are provided for education and entertainment only.

    Interested in Cross Cultural Engagement or DEI, check out our Cross Cultural Serious Game

    We presented, Should Cross Cultural Serious Games Be Included in Your Diversity Program: Best Practices and Lessons Learned at the Online Conference, New Diversity Summit 2020 the week of September 14, 2020.

    Contact the author for information on these and others subjects covered in the Critical Mass series.

  • Roadmap to Decision Making In the ‘Smart’ Era

    Roadmap to Decision Making In the ‘Smart’ Era

    “Nothing is more difficult, and therefore more precious, than to be able to decide.”

    Napoleon Bonaparte

    Volumes have been written on decision-making and this pundit has offered his share of insight and comment on the subject as well.  Some of our comments regard the appropriateness of the human intercession in electronic decision making.  Others raise questions regarding algorithm fallibility.  Moreover, Human Factors must be considered for any technology initiative which are becoming increasingly important.

    If one unpacks the previous paragraph a substantial level of complexity emerges.  As complexity increases so does risk and the need from proper governance.  However, many still see this potential transformation through the lens of just another IT initiative.

    Roadmap

    The oil and gas industry faced a similar dilemma at the dawn of the 21st Century.  At the time, referred to as DOFF or Digital Oilfield of the Future, a plethora of technologies became available.  The task was to transform 100 plus years of traditional operation to what is now referred to as the Digital Oilfield, aka Integrated Operations and a number or synonyms.  While this processes continues to evolve as new solutions emerge, i.e., Cloud, at the time much was trial and error.

    In conjunction with industry leadership, we released our Roadmap to Enterprise Optimization: A Guide to the Impact of Information Driven Field Operations on the Petroleum Corporation in the fall of 2004.  We believe it was the first industry (POSC) supported effort that was not simply research but a ‘bona fide’ action plan or roadmap to success based on industry/other knowledge, standards, economic value and best practices.

    Click for full size Integrated Operations Framework or graphic

    Since then, we have updated this roadmap into an Operational Excellence Platform.  Note that Integrated Operations is a key component.  The platform is a robust detailed solution that is available not just to the energy sector but all sectors identified by Homeland Security as Critical Infrastructure.  These sectors were recently identified as susceptible to hacking by the US government.

    Getting Smart

    Enormous corporate (shareholder) wealth has been destroyed implementing ‘game changing’ technology enabled transformation efforts.  Are we about to do that again, getting smart?  The easy answer is yes, but it does not have to be.

    Roadmap constructs are well understood and provide guidance.  In some models the step by step process provide practitioners with well defined models that can lead to success–defined as on time and under budget performance against Key Performance Indicators (KPIs).

    We are in the process of writing a book, to be released in 2022.  One chapter will define a roadmap for the transformation to ‘Smart’ for a major industrial segment.  As with earlier works, it will focus on the human element aligned with a technology assessment process.

    Get Smart was a comedic TV show spoofing the Cold War ‘spy’ environment of the 1960s.  Getting Smart today may not be a lot different.  The goal under a ‘Cone of Silence‘ was to attain and sustain competitive advantaged achieving superior stakeholder returns.

    Getting smart in 2021 will require a ‘Roadmap to Smart.’  A set of ‘to do’ processes that assures success.

    What is your Organization’s Plan to put Smart Decisioning Making Processes in Place?

     

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials.  They are provided for education and entertainment only.

    For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game

    We presented, Should Cross Cultural Serious Games Be Included in Your Diversity Program: Best Practices and Lessons Learned at the Online Conference, New Diversity Summit 2020 the week of September 14, 2020.  Check Out this timely event and contact the organizer for access to the presentations!!

    You can contact this author as well.

  • ESG Implementation–Strong v Weak Revisited

    ESG Implementation–Strong v Weak Revisited

    “A healthy corporation acts on the interests of its stakeholders and customers”

    — Ari Melber, Journalist

    Currently, organizations are being implored to implement Environmental, Social, and Governance (ESG) driven business models.   Proponents even suggest that investment in organizations that do not have this imprimatur should be avoided or even divested.

    However, one wonders what has changed?  Successful firms, private and public have long understood that they must add value to their constituencies.  One example, a few decades ago an energy services provider used its high volume oilfield pumps to help a small town in Kansas where it had a district office drain flood waters.  Why would they do this?  Perhaps because employees lived in this community or perhaps it was just the right thing to do.

    Flash forward and we find organizational largess still in place.  During the recent Texas freeze, a local furniture retailer opened its doors to dispossessed individuals and families.  The owner has a long record of supporting the community and his responses to local disasters is legendary.

    After the Deepwater Horizon incident in April 2010, our firm started to look at Asset Integrity issues in oilfield operations.  Our discoveries transcended several Critical Infrastructure segments.  The recent failure of the Colonial Pipeline is a manifestation of issues uncovered yet not resolved more than a decade ago!

    Focus on Operations

    In 2011, we posited that organizational governance was not just a financial issue at the ‘C’ level.  Rather its true focus should be at the revenue generating asset level.  This led to our 2011 groundbreaking monograph, Asset/Equipment Integrity Governance: Operations–Enterprise Alignment.  Therein, we posited a new governance model that incorporated the ESG components widely discussed today.

    Moreover, in 2014 our book, IMPLEMENTING A CULTURE of SAFETY: A ROADMAP FOR PERFORMANCE BASED COMPLIANCE identified the requirement for organizations in the Critical Infrastructure space to change governance models to one of Strong Bond.

    Following the release of our AIG model, we put forth a Strong v Weak governance model to manage High Reliability Organizations (HRO) necessary for firms in Critical Infrastructure sectors.  Strong Bond is appropriate for organizations in Critical Infrastructure segments, while Weak Bonds may be better for retail.

    One suspects that ESG is another tick in the box.  If ten years (or earlier) from now another critical system fails, it will not be because HRM processes were not followed or ESG verbiage was in the annual report Letter to Shareholders; it will be because nothing really changed.  As of this writing the US Federal government is advising organizations in Critical Infrastructure sectors to more aggressively address cybersecurity risks.

    Why is this? Do Boards and CEOs need politicians and bureaucrats to tell them about the details of running a business?  If they do, investors may want to revisit their portfolios.

    One suspects that the ESG fad will fade. There will always be a new management mantra that consultants will put forth.  Well run organizations will remain well run.  Others not so much.

    Governance models come and go.  Regardless, how will you assure your organization is well run?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials.  They are provided for education and entertainment only.

    For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game

    We presented, Should Cross Cultural Serious Games Be Included in Your Diversity Program: Best Practices and Lessons Learned at the Online Conference, New Diversity Summit 2020 the week of September 14, 2020.  Check Out this timely event and contact the organizer for access to the presentations!!

    You can contact this author as well.

  • You’re Kidding, Right?

    You’re Kidding, Right?

    Not Again

     

    In 2018 we posted an opinion regarding social media driven sales ‘cold calling.’  As noted then, the comments went along the lines, “I reviewed your profile and I know I can help.”  This unsolicited approach continues to be blown off by this and other pundits/potential customers as amateurish.

    Recently, the tactic has sifted.  Now the argument seems to refrain (not literally), “I have reviewed your profile and I would like to offer you something that you have no interest in.”  What?

    In the past few weeks, I have been offered the opportunity to ‘buy in’ to an insurance agency, retain a coach, buy a franchise specifically chosen for me, and any number of prospect generation engagements.  Kidding right?  As if I do not know how to run my business?

    Innovative solutions that individuals and organizations are not aware of can add value and ‘reaching out’ to inform those unaware is legitimate and a long standing sales approach.  Most prospects welcome this knowledge and then can make an informed decision as to the relevance to their needs.

    Lunch and Learn models come to mind.  If I respond to this invitation, perhaps I am a qualified prospect worthy of follow up.

    The Call Back . . .

    Then, “Since you did not respond, I am sending you the same crap again“.  Maybe there was no response because the owner of a software company does not want to invest in the insurance business.

    A follow up should further the prospects knowledge, thus generating interest.  Regurgitating the same o ‘ same o ‘ is pointless, if not insulting.

    What a waste of everyone’s time, including the seller.  If the idea is just to blast everyone and see what sticks, this approach has never really worked.

    For example, somehow despite my being on the ‘no mail’ list this writer routinely receives (snail) junk mail from an AC service company that is not nearby, two real estate brokers I have no relationship with (one because they sold the house next to mine last year) and the infamous, home insurance renewal scam.

    Finally, I love the one whereby the vendor will send me qualified leads for my stock brokerage business.  What filter did that guy use?  Maybe AI.  As might be expected, none of these vendors received a call back, much less a sale.

    Someone With Your Name

    We have all received notification that someone with your surname has died and her/his bank account has millions in it.  “I am writing to you because we can transfer this wealth to you.  Just send us your banking information.”

    How is any of this different from online cold calling?  At its core, it is not.  These approaches to selling are abusive and condescending.  Moreover, they are not likely to win any business.  They come across as scams and not bonifide offers.

    Develop a Value Proposition

    If you want my business, explain how its adds value to my life.  Don’t just blast out something you HOPE will get my attention.  Why do I need coaching?  Why do I need a franchise or insurance agency?  Tell me something that matters to me.

    I am sure this message will not be heeded and I expect to continue to receive worthless materials from people I do not know.  The waste of bits and bites will not stop.  Just know that like rewards from the African princesses, such requests will go to Junk.

    For a sales model that works, see our Economic Value Proposition Matrix® (EVPM).  Additional information and a free version to build your own EVPM is available.

    Are You Doing Your Homework and Presenting Yourself/Organization as a Legitimate Provider?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials.  They are provided for education and entertainment only.

    For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game

    We presented, Should Cross Cultural Serious Games Be Included in Your Diversity Program: Best Practices and Lessons Learned at the Online Conference, New Diversity Summit 2020 the week of September 14, 2020.  Check Out this timely event and contact the organizer for access to the presentations!!

    You can contact this author as well.

     

     

  • MVP: A Case of Failure

    MVP: A Case of Failure

    Not as Easy as it Seems

    When transforming this website to the Word Press platform, this author accepted the “wisdom” of various online sources and used a so called up and coming new Page Builder.  A huge mistake!

    After many failures and indeed public page lockups, I changed to a more established solution—the one used for this writing.  Over this technological journey, I was told by a number of support individuals to ‘deactivate’ plugins and troubleshoot from there.  While this sounds good on paper (or over chat call out), it does now work well when using this technology to run a business.

    Software Architecture

    According to Wikipedia, “the fundamental structures of a software system and the discipline of creating such structures and systems.  Each structure comprises software elements, relations among them, and properties of both elements and relations.  The architecture of a software system is a metaphor, analogous to the architecture of a building.  It functions as a blueprint for the system and the developing project, laying out the tasks necessary to be executed by the design teams.”

    The proliferation of Apps, Plugins and other products are a concern in any Open Source software development process that depends on a global set of independent development firms and individuals.

    As far back as the 1980s systems integrators decried the use of third-party memory cards in DEC mini systems.  The logic was that these organizations could not assure performance if these products were use.  To some extent they were right; however, in many ways it did not matter.

    However, when it came to service or warranty, It did matter.  If the system crashed because of a third-party product the user was on their own.  Loss of revenue and destruction of reputation remained with the customer and not the technology providers.  This was also my experience in 2020; some 30+ years later!

    These systems are not trivial; they are complex.  For example, the following diagram is taken from AWS Best Practices for Word Press. Does your provider manage to this level?

    Does It Matter Now?

    In an era of turn off your plugins to troubleshoot, I am not sure this doesn’t matter—point made above.  How can one run a business or even a personal ‘fun’ site if this error message appears after an upgrade?

    One fears that in the Open Source era Generally Accepted Practices for software development are not rigorously followed.  Imagine if GAAP (Generally Accepted Accounting Practices) were not followed?  Oh wait, do I hear Enron, MCI et al?  We all know how that ended.

    So, use a ‘free’ plugin to clean up short code.  Hopefully, the tech selected will refresh when the new ultimately happens and incompatibility will not be an issue.  If this your strategy—Good luck!

    Are You Betting Your Company on this So-Called MVP Model?

    For More Information

    Please note, RRI does not endorse or advocate the links to third-party materials.  They are provided for education and entertainment only.

    For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game

    You can contact the author as well.

  • Radar: Technology Game Changer!

    Radar: Technology Game Changer!

    The battle of Leyte Gulf in 1944 with over 200,000 individuals involved is possibly the largest naval battle in history.  Hopefully, one of the last ones.

    In that battle, the submarine USS Darter initially detected (on radar) the Japanese task force early on October 23.  Other US naval vessels spotted that armada shortly thereafter on their radar screens.  This advanced knowledge enabled to US Navy to seize the initiative.  After the battle, the Japanese never stood up an equivalent naval force again.

    Technological advantage can be a game changer.  There is evidence of this phenomenon throughout history.  In this instance, the result was the elimination of the adversary’s ability to recover and reengage in a meaningful way.

    History’s Lessons

    Another game changer from that era was the proximity fuse developed by the Applied Physics Laboratory of Johns Hopkins University.  This technology enabled anti-aircraft rounds to explode within 75 feet of an attacking enemy aircraft instead of requiring physical contact which had a poor track record.  Referred to as, “The real secret weapon of World War II,” it is credited with shorting the war.

    Adversity has always led to rapid technological development.  There are indications that the Covid-19 pandemic is fueling an explosion of new ideas that directly address the infection as well as drive performance when the threat has passed.

    Capturing Value

    The conventional approach is to follow the Technology Adoption Life Cycle.  But is that still the realistic model today?  In our article published in 2004 Calculus of Value Model, we argue that the exact opposite is true.

    Advantage can go to those organizations that deploy technology early and codify knowledge obtained as a result.  The resulting ‘unfair advantage’ can change an industry.

    Previously we have made the case that while the concept of Minimum Viable Product aka MVP; a product that Early Adopters will find satisfactory, “The assessment of such technological solutions needs to be robust and thought through.  Not the knee jerk response often seen.”  Meaning that certain risks must be factored in the Value Proposition, but these can be manageable.

    According to Oracle’s Larry Ellison, “If you do everything that everyone else does in business, you’re going to lose.  The only way to really be ahead, is to ‘be different’.”  So Be Different—Start Early!

    How Can You Make New Technologies Your Organizational Game Changer?

    For More Information

    Please note, RRI does not endorse or advocate the links to third-party materials.  They are provided for education and entertainment only.

    For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game

    We are presenting, Should Cross Cultural Serious Games Be Included in Your Diversity Program: Best Practices and Lessons Learned at the Online Conference, New Diversity Summit 2020 the week of September 14, 2020.  Check Out this timely event!!

    You can contact the author as well.