Future Ability

What it does

Future Ability verifies whether AI-driven work actually changed the real system as intended. It starts with minimum access, builds an outcome contract from available evidence, returns UNKNOWN when proof is insufficient, and produces a verified outcome receipt. v0.1 includes a zero-credential public deployment scan, a live reconciliation sandbox, and private pilot intake.

Verify what your AI actually did with minimum access, adaptive outcome contracts, and real evidence.

Starts from standard outcome knowledge, reads only the minimum evidence available, learns company-specific differences, and returns UNKNOWN instead of guessing. Paste a public GitHub repo. v0.1 reads public repo metadata, latest default-branch SHA, and deployment checks. It does not read source files. Private repo? Pilot onboarding can start with metadata only, sandbox, read-only production, or a local connector. No repo analyzed yet. Future Ability will infer what it can and label the rest UNKNOWN. Real Supabase RPC calls: claimed success ??reread ??mismatch ??idempotent recovery ??rereadfrom future-ability-outcome-assurance-de.vercel.app

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