Pivoting to Technology Adoption

Why AI Fails: The Sociopath Problem No One's Talking About | Jeff Mahony

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Why do 70% of technology transformations fail? It's not the technology — it's the adoption. In this episode, Donna P. Mitchell speaks with Jeff Mahony, a technologist with three decades of experience building scalable financial systems, about why mass AI adoption is premature and why human oversight isn't optional — it's hyper-necessary.

WHAT'S COVERED:

  • Why "pitching features" loses executives — and what wins instead
  • The 70% failure rate: it's adoption, not technology
  • Why "agency equals bias" when amplified through AI
  • The case for governance: "AI is a sociopath — it has no understanding of right and wrong"
  • Why human oversight is hyper-necessary, not optional
  • Anomaly management: what humans do that AI can't
  • The audit and compliance gap most enterprises are ignoring
  • Why interoperability beats disruption every time

    • (00:00) Introduction

    (07:45) Why Pitching Features Loses Executives

    (08:55) The 70% Failure Rate: It's Adoption, Not Technology

    (09:33) Behavior Change: The Transformation Killer

    (11:48) Security-First vs. Speed-to-Market

    (13:21) Agency Equals Bias — The Hidden Flaw in AI

    (19:35) Talent Is Equally Distributed, Opportunity Is Not

    (21:45) Why AI Isn't Ready for Mass Adoption

    (22:55) AI Is a Sociopath — The Case for Governance

    (24:32) Human Oversight Is Hyper-Necessary

    (26:54) Anomaly Management: What Humans Do That AI Can't

    (27:15) The Audit and Compliance Gap

    (31:24) Interoperability Over Disruption


    ABOUT THE GUEST:

    Jeff Mahony is a technologist with more than 30 years of experience building scalable financial systems. He specializes in enterprise architecture, security-first design, and responsible AI governance across regulated industries.


    ABOUT DONNA P. MITCHELL:

    Founder of The Transformation Authority™ and CEO of Mitchell Universal Network LLC. Official Member of Forbes Business Council. 48 years of Fortune 500 experience across 5 industries, enabling 150,000+ professionals.


    GET THE BOOK:

    Pivoting to Technology Adoption: Mind the Gap
    amazon.com/dp/B0GP3CWH2H


    CONNECT WITH JEFF:

    Website: ryt.io


    CONNECT WITH DONNA:

    LinkedIn: linkedin.com/in/donna-mitchell-a1700619
    YouTube: @TheTransformationAuthority
    Website: pivotingportal.com


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    SPEAKING & ADVISORY:

    pivotingportal.com/speaker

    New episodes every Tuesday.

    Official Member of Forbes Business Council

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    Pivoting to Technology AdoptionBy Donna P. Mitchell