Evidence layer

Research evidence index for the Product AI Workflow Buildout.

Every benchmark shown here is research-derived and needs review unless noted otherwise.

This page maps claims, sources, and chunk files so persuasive copy stays traceable.

External benchmarks can support why the pilot is worth testing, but they do not justify automatic scale.