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Compliance Gates

Integrity gates that protect your defense

The Compliance Agent runs four checks — similarity, originality, bias, and citation validation — before you can finalize. If any fails, you fix it first.

What it does

Built for the way research actually happens

The Compliance Agent is the last line of defense before you submit. It runs four checks against your full draft: a similarity check that compares every paragraph against public sources and your own previous work; an originality check that flags patterns consistent with AI-only generation; a bias detection check that scans language for gendered, cultural, or leading-word bias; and a citation validation check that verifies every in-text citation against a real source.

If any check fails, finalization is blocked. You see exactly which paragraphs failed, why they failed, and what you can do about it. Once every check passes, you can generate a downloadable integrity report — timestamped, reproducible, and shareable with your supervisor.

How it works

Three steps, every time

  1. 01

    Trigger a compliance pass

    Run the four checks at any time — not just at finalization.

  2. 02

    Review and fix

    See which paragraphs failed which check, with suggested fixes inline.

  3. 03

    Generate the integrity report

    Once all checks pass, export a timestamped, reproducible report.

Why it matters

What this gives you

  • Four integrity checks before finalization — similarity, originality, bias, citations
  • Per-paragraph feedback with suggested fixes
  • Downloadable, timestamped integrity report
  • Protects your defense from accidental integrity violations
Related

Pairs well with

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