Evidence contract for Channel Economics AI

Bounded evidence

The request binds one authenticated tenant and workspace to a saved scenario version, formula version, period, currency, evidence hashes, source freshness, and explicit basis labels. Manual estimates, imported observations, marketplace snapshots, and independently qualified actuals remain distinct. Yasnora performs bounded selection; validated ProfitVena rendering produces the RU or EN brief.

Permitted output

The brief may state the channel comparison, validated cost drivers, a CAC break-even condition supported by supplied metrics, missing measurements, citations, and a next-analysis draft. It cannot invent amounts, promote an unqualified snapshot to actual profit, or execute marketplace and store actions.

Unavailable state and example

Expired qualification, stale evidence, incomplete costs, missing cohort maturity, source-scope mismatch, denied entitlement, or provider failure produces an explicit unavailable/refused result and no silent substitution.

Example: a saved scenario can show a modeled owned-store advantage while marketplace actual profit remains unavailable. The brief may explain the modeled break-even and request independent payout evidence, but cannot call the scenario a verified channel decision.