THE DECISION QUALITY BRIEF•ISSUE 06•06 Jul 2026
Deployment is not reliance
By Dr. Eva-Marie Muller-Stuler
1. One Decision
Has an operational system retained the right to continue influencing critical decisions?
2. One Illusion (The False-Confidence Pattern)
The Launch-and-Forget Assumption: treating AI deployment as a software completion event rather than an ongoing permission renewal.
3. One Piece of Evidence
A fraud detection system suffered a 40% precision drop over six months due to merchant category shifts, operating unnoticed because no error budget was tracked.
4. One Minimum Production Bar
Operational permission must be time-bounded and renewed quarterly against a signed Monitoring Contract.
5. One Question to Take to Your Team
"When was the last time a business owner explicitly signed off on the continuing authority of this live AI system?"
NEXT OPERATIONAL STEP
Explore AI Release CaseApply this standard to your live system
Verify whether your team's evidence satisfies this week's production bar.