Tag: technology assessment

  • AI or AU?

    AI or AU?

    Artificial Intelligence (AI) is all the rage but are these laudables premature?  Is it in really Artificial Unintelligence (AU) or just latest manifestation of the 30+ year old Expert System and a passing fad?

    Recently, none the less than Google (parent Alphabet) suffered a $100 billion market setback when their AI strategy suffered a lack luster performance.  This pundit has believed for a while that AI is ‘not ready for prime time,’ despite the continual harping about this world changing too.

    IT hype is not new.  The modern era for Information Technology most likely started with Alan Turing’s ‘Machine,’ circa 1936.  Ever since, society has endowed these inanimate objects with special ‘human like’ powers.  In our 2023 book, Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability, we asked the question regarding Machine Learning.  “What do you do if your machine is learning the wrong things?”

    In our forthcoming (2025) book, Navigating the Data Minefields: Management’s Guide to Better Decision-Making, we address this issue and its management in great detail.  In the meantime, management is well advised to treat all new technologies with a skeptical mind regards of what internal and external proponents with their agendas argue.

    We have known for decades that IT projects need to undergo the same scrutiny as any capital expense.  So why do these projects still get a pass?

    Over the years, we have chronicled major corporate failure such as Bud Light.  A nine (9) percent equity hit on one day because of AI hype puts that organization in that league.  Use common sense in technology assessments!

    What guardrails does your organization have in place to prevent major technology faux pas?

    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.

  • 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.

  • How Stupid is AI?

    How Stupid is AI?

    Recently this pundit was contacted with a purchase recommendation for something he had already acquired.  Dah!!

    According to Britannica, artificial intelligence (AI) is defined as, “the ability of a digital computer or computer-controlled robot to perform tasks commonly associated with intelligent beings.”  But just how mature is this technology?  The term covers a wide range of capabilities and according the IT research firm, Gartner reports that, “Responsible AI will take 5 to 10 years to reach mainstream adoption but will ultimately have a transformational impact on business.”  In other words, especially with ‘ethics’ is still early on the Hype Cycle.

    Previously, we addressed this blind adherence to technology algorithms (written by humans with all their frailties).  Examples include:

    Garbage In, Garbage Out still applies.  Computers are not autonomous beings capable of independent thought, they still follow decision trees.

    Technology Adoption Process

    In this writer’s opinion the selection and implementation of new technology is a function of both the maturity of the software as well as the maturity of the organization.  We have addressed the maturity issue on a number of occasions.  A robust review of our methodology is available.  If these two factors are not matched, failure is the most likely outcome.

    Moreover, the US government has released A Framework to Drive Technology Commercialization, a set of guidelines for new technology adoption.  Both of these tools are worth review.

    Going Forward

    AI may become everything its proponents advocate.  If so, it will be the first IT project since the Turing Machine to meet the ‘hyped’ expectations.

    Caveat Emptor applies to AI, just like everything procured since the Roman Empire.  Do your homework, just don’t fall in love!  Might end up in a messy divorce.

    How do you know if your organization is ready for AI and it is ready for you?

    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 for an in press book (to be released in Spring 2023) titled, “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.