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Validate every document before ingestion

Deterministic validation gates ingestion, so untraceable claims never land.

decision:provenance-first-architecture · confidence high

Where this comes from

Designed a provenance-first knowledge graph architecture that validates every document before ingestion, enforced by deterministic validation, improving data trust, traceability, and explainability in AI-driven applications.

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