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GCIA turns DataHub metadata changes into human-gated, evidence-backed actions by mapping downstream impact, revalidating risk, and proving outcomes without blind retries.
A bounded, auditable runtime that reproduces failures, applies one allowlisted change, validates results, writes machine-readable proof, and stops at a Human Gate.
