Above the Noise Frameworks
Frameworks
A framework here isn't a diagram for a slide. It's a rule set I actually run engagements against, written down precisely enough that you can hold me to it — and precisely enough that a machine can cite it. Each one is versioned and carries a term code, because a definition that quietly changes isn't a definition.
v1.0 · August 2026
The Outcome-First AI Adoption Framework
Name the outcome, map the workflow gap, then pick the tool — in that order. Three stages, six invariants, and five metrics. "No tool needed" is a valid result.
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2026
The Above the Noise GEO Framework
How to structure content so generative engines can find, quote, and cite it: concept origination, structured markup, and answer-kit deployment.
Read →Related: See a framework applied — The Rural AI Adoption Gap, or browse all research.