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The correctness engine evaluates whether an upload matches the request item’s expectation. It combines always-available deterministic checks with an optional firm-configured AI judge.

Deterministic checks

NeuDocs can detect conditions such as unsupported content, unreadable extraction, obvious type mismatches, missing expected text, or file-level problems without sending the document to an AI provider.

Optional bring-your-own AI

Owners and admins can configure an OpenAI-compatible provider URL, model, and API key. The key is encrypted at rest and decrypted only on the server when an evaluation runs. Provider URLs are checked to reject private-network and other unsafe destinations. Documents are sent only when the firm enables AI verification for the request/item. NeuDocs does not use a shared NeuDocs AI account for this feature.

Modes

Hard mode retains an escape path: the client can request an override and authorized staff can force-accept after review.

Verdict statuses

A verdict may pass, warn, fail, report an error, or mark the content unsupported. Each result includes its evaluation layer and reasons where available.
AI output can be wrong. Use explicit expectations, test with representative redacted documents, and keep a human reviewer in any financial, legal, tax, or regulatory decision.