ConceptDiscovery layer

ClientCoded Schema Readiness Gate

ClientCoded generates its synthetic test environment from a described database schema, so the quality of that schema description sets the ceiling on everything downstream: the 200 adversarial queries, the computed ground truth, and the accuracy score you eventually show a client.

By InnovaAI ResearchPublished

What is ClientCoded Schema Readiness Gate?

Schema clarity → test validity → production trust

Schema description quality gates test validity, which gates the reliability claim you can sell

ClientCoded generates its synthetic test environment from a described database schema, so the quality of that schema description sets the ceiling on everything downstream: the 200 adversarial queries, the computed ground truth, and the accuracy score you eventually show a client. Run the gate before you quote a retainer. If the client's schema is undocumented or drifting, budget discovery hours first, because a vague description produces adversarial queries that miss the agent's real failure modes and a score that means nothing. A practical sequence for agencies: confirm schema access, generate one test environment from the 35 available, run the monthly adversarial pass, then only after a clean baseline attach the $49 Starter monitoring tier so production conversations get scored in real time with Slack alerts. Agencies that skip the gate sell validation they cannot defend when the client asks what the score actually measured.

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