Skillbook

Scale and govern your existing AI stack.

Your desk procedures and best practices, governed. Analysts use them inside Claude and ChatGPT, rate what they got, and every revision passes its evals before it's published.

Governance and ROI layer

Placement health · Credit deskillustrative

Procedure	Version	Surfaces	Ratings on current version	Last test run
Covenant headroom check	v4	claude · chatgpt	12 used as-is · 3 had to fix · 1 wrong	pass
Comps sheet builder	v2	claude	6 used as-is · 4 had to fix	pass
Credit memo screen	v7	claude · chatgpt	22 used as-is · 3 had to fix	pass

Instrument

Wrap the procedures your desks already wrote. Every use fetches the governed version.

Observe

Analysts rate what they got: used as-is, had to fix, wrong. Reason codes only, no free text.

Govern

Every revision is tested against fixtures before it goes live. Versions are immutable once served.

Report

A per-desk record of which version was served, what people reported, and the evidence behind each release.

Governed procedures. Coded feedback. Tested revisions.

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