What People Do — Shadow Systems, Sabotage, and the Distance Between the Dashboard and the Floor

Seventy percent of technology transformations fail — and it is not the technology. It is the human adoption gap. In this solo author read, Donna P. Mitchell reads Chapter 4 of her book Pivoting to Technology Adoption: Mind the Gap, and makes the case that every workaround in your organization is a message you are not reading.

TOPICS COVERED

• Why shadow systems are feedback, not resistance
• The Shadow Ledger and the hidden liabilities of ungoverned technology
• Three places the dashboard and the floor disagree
• The gap between attendance and execution — why completing training is not capability
• Quiet sabotage, and why it is self-preservation rather than malice
• What to ask the person maintaining the workaround
• Why AI is being adopted inside your company without your knowledge

(00:00) The Shadow System Nobody Authorized
(01:43) Every Organization Has One
(03:16) The Shadow Ledger
(03:39) Where the Dashboard and the Floor Disagree
(04:33) Attendance Is Not Capability
(05:03) The Quiet Kind of Sabotage
(06:33) Watch What People Do
(07:30) What to Ask This Week

New episodes every Tuesday.

ENDNOTES — CHAPTER 4:
[12] Allen Martinez, Episode 103, Pivoting to Technology Adoption podcast, 2026. Shadow Ledger concept: hidden liabilities accumulating in organizations with ungoverned AI deployment. Martinez is founder of Noble Digital and creator of the BXAI-OS framework.

SOURCES:
Chapter text: Donna P. Mitchell, Pivoting to Technology Adoption: Mind the Gap, Chapter 4: What People Do. Mitchell Universal Network, LLC, 2026.
Closing quote verified against the Episode 103 audio at 00:11:14.

FROM THE CHAPTER:
“Shadow systems are not laziness. They are not resistance. They are feedback.”

ABOUT DONNA P. MITCHELL:
Founder of The Transformation Authority and CEO of Mitchell Universal Network, LLC. Forbes Business Council Member. Senior Executive Healthcare Think Tank Member. 49 years of enterprise transformation across five regulated industries and four transformation types, enabling 150,000+ professionals.

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Forbes Business Council Member