Framework
The Decision Outcome Framework
Five iterative steps from raw data to certified, boardroom-ready insight. The canonical reference.
14 min read
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Principles
Data Guiding Principles
Six principles for how a data and analytics team should actually work. Design out, ship in.
9 min read
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AI ReadinessSoon
Words Mean Stuff
Why Large Language Models depend on semantically conformed data — and why Step 2 is the AI-readiness gate.
DOF · Step 1Soon
Curate the Question
Step 1 deep-dive. The deliberate refusal to start until the question is properly defined.
DOF · Step 5Soon
Score. Certify. Ship.
Step 5 deep-dive. Explicit verdicts, visible marks, no soft sign-off.