Evidence-first AI Workflow Architect

Make claims, assumptions, evidence, and human decisions visible before AI output becomes technical debt.

Public evidenceSources and fixtures stay inspectable.
Human authorityConsequential decisions keep an owner.
Explicit limitsWhat this does not prove stays visible.

01 / The work

I help technical teams turn opaque AI output into an inspectable path: what is claimed, what evidence supports it, where it can fail, and which decisions still belong to people.