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Two steps, both deterministic. They exist because AI steps fail in two specific, catchable ways: inventing authorities, and inventing document references. Neither step is optional in practice. Any chain with an AI drafting step should end with Verify Citations; any chain with a Cross-Doc Synthesis should follow it with Verify Synthesis.

Verify Citations

Kind

Deterministic

Latency

Medium
Detects fabricated case citations in a body of text. Run it after any AI drafting step that quotes case law, and before exporting or saving. Config Outputs
Branch on Has Fabricated Case rather than just logging it. A workflow that exports a DOCX regardless of the verification result has verified nothing useful.

Verify Synthesis

Kind

Deterministic

Latency

Fast
Drops synthesis findings that reference documents outside the actual input set. This catches the common failure mode where a synthesizer, working from summaries rather than raw documents, invents a document reference. Config Outputs
The equivalent pass runs automatically inside every matrix-backed built-in workflow. This step is the standalone version for custom chains, where you assemble the synthesis yourself.

Wiring both together

The canonical verified portfolio chain:
And the verified drafting chain:

Answer verification

The wider verification story across Vaquill, beyond workflows.

Branching and loops

Routing on a verification result instead of ignoring it.