Evidence-Backed Review, Not a Magic Verdict

VeriFact extracts factual claims, retrieves evidence from configured providers, evaluates the relationship between each claim and its evidence, and returns structured outcomes such as supported, refuted, disputed, outdated, or insufficient evidence. Results include confidence, citations, provenance, timing, and review metadata so an editor can inspect the basis of the finding.

Sources remain authoritative. VeriFact is designed to make review faster and more auditable, not to replace editorial judgment or certify opinions and predictions as facts.

Three Separate Products

Technology Designed for Integration

VeriFact uses typed API contracts, scoped authentication, idempotent operations, tenant workspaces, durable asynchronous jobs, audit records, provenance hashes, privacy controls, and observable health states. Production clients keep credentials on the server and publish only the public evidence fields required by readers.

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