AI Coaching System Architecture Census
A system map and change ledger with claim-type labels and no composite winner.
AI coaching platform research and evidence
Original structures built from maintained sources, normalized records, and explicit methods. No blended score turns missing evidence into certainty.
AI Coaching Claim-to-Evidence Register
A searchable claims register that distinguishes marketing metrics, provider studies, peer-reviewed work, customer reports, and independent tests.