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Defensibility Beats Accuracy in Institutions
Why “good enough” is a governance decision, not a model debate
May 4
•
Steve Chaparro
April 2026
Your Error Taxonomy Is Your Governance Model
Why “what can go wrong” is the fastest way to earn trust
Apr 29
•
Steve Chaparro
Human Review Is Not a Meeting
The reviewer workflow every governed pilot needs
Apr 21
•
Steve Chaparro
Transparency Is a System
Why proof is the fastest path to approval
Apr 13
•
Steve Chaparro
2
January 2026
The Four Gates of Approval
Why pilots stall, even when the tool is good
Jan 20
•
Steve Chaparro
From Demo to Decision
What changes when procurement is the product surface
Jan 12
•
Steve Chaparro
3
Who Hosts the Weights
The hidden owner every pilot needs to survive approval
Jan 5
•
Steve Chaparro
4
Rails vs Engines: Why Build Strategy Matters
How the Choice Between Structuring Judgment and Replacing It Determines Whether AI Can Scale Inside Institutions
Jan 4
•
Steve Chaparro
3
Why Institutions Say No (Even When They Like the Product)
When Interest Is Genuine but Approval Never Comes
Jan 4
•
Steve Chaparro
3
The Anatomy of a Rejected AI System
Why Institutional AI Is Usually Declined Quietly, Predictably, and for Structural Reasons
Jan 4
•
Steve Chaparro
4
What Success Looks Like 12 Months After Deployment
Why Institutional AI Only Becomes Real After the Spotlight Moves On
Jan 4
•
Steve Chaparro
4
From Pilot to Production: What Actually Changes
Why AI Breaks Not at Proof of Concept but at the Moment It Starts to Matter
Jan 4
•
Steve Chaparro
4
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