-20σ DECONST

The 12
Gates
That Hold

82% NEVER SHIP · 82% NEVER SHIP · 82%
$4B+ M&A · PMP CERTIFIED
GOVERNANCE = ROI
// FRAGMENT 001 — THE PROBLEM

AI dies in pilot.

82% of AI initiatives never reach production. Not from bad technology. From no operating model. In a CPA firm, that is not a statistic. It is a write-off.

82%Never Ship
$16BWasted/Yr
2%At Scale
// FRAGMENT 002 — THE GATES

12 checkpoints.
Zero blind spots.

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