Free: The 5-Step AI Accuracy Checklist
Stop guessing whether your AI-generated documents are accurate. This quick-start guide gives you a proven checklist to audit any AI output for hallucinations, compliance gaps, and factual errors — in under 10 minutes.
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Everything you need to start auditing AI output today
5-Point Audit Checklist
A step-by-step checklist for auditing any AI-generated document — contracts, reports, disclosures, medical summaries, and more.
AI Hallucination Red Flags
The most common hallucination patterns to watch for: fabricated citations, confident-but-wrong statistics, phantom clauses, and invented entities.
Quick Compliance Check
Rapid verification steps for HIPAA, FINRA, and SOX requirements so you catch regulatory gaps before they become violations.
Links to Free Demo Tools
Direct access to our live AI Content Auditor, Validator, and Document Intelligence Scanner demos so you can practice the checklist immediately.
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The 5-Step AI Accuracy Checklist
Use this framework right now to audit any AI-generated document.
Source Verification
Cross-reference every factual claim, statistic, and citation against primary sources. AI models frequently fabricate plausible-sounding references.
- Verify all cited sources actually exist
- Confirm statistics match original publications
- Check that quoted regulations reference real statutes
Hallucination Detection
Scan for the most common AI hallucination patterns that can expose your organization to liability.
- Look for overly specific numbers without sources (e.g., "studies show 94.7%...")
- Flag invented entity names, case citations, or product references
- Watch for confident language masking uncertain claims
- Check for contradictions within the same document
Compliance Checkpoint
Run a rapid regulatory check based on your industry's requirements.
- HIPAA: No PHI exposed, proper de-identification, BAA references intact
- FINRA: Disclosures present, performance claims substantiated, risk warnings included
- SOX: Financial figures auditable, internal controls referenced, material accuracy confirmed
Consistency Audit
Ensure the document is internally consistent and aligns with your organization's existing materials.
- Compare key figures across sections (intro vs. body vs. conclusion)
- Cross-check against your company's published data and prior documents
- Verify terminology matches your industry standards and style guide
Risk Scoring & Sign-Off
Assign a confidence score and determine whether the document is ready for production.
- Rate each section: High / Medium / Low confidence
- Flag any section below "High" for human review
- Document your audit trail for compliance records
- Use automated tools for continuous monitoring at scale
Ready to automate your AI auditing?
The checklist above is step one. Our platform runs these checks automatically on every AI-generated document your team produces.