About VerifyChart

Independent AI clinical note verification for physicians.

Why It Exists

AI scribes make mistakes — hallucinations, dangerous abbreviations, missing critical elements. The physician signs the note and carries the liability. VerifyChart gives physicians an independent second opinion in under 60 seconds, before they sign.

Built By

VerifyChart was founded by a clinical AI QA professional with over 9 years in healthcare technology. Prior to founding VerifyChart, the founder spent years testing AI clinical documentation at one of the nation's largest outpatient EHR platforms — the second-largest in the US by market share — finding the exact errors that VerifyChart now catches automatically.

The Framework

VerifyChart's analysis is built on PDSQI-9 (Provider Documentation Summarization Quality Instrument), a peer-reviewed clinical documentation quality framework published in the Journal of the American Medical Informatics Association, 2025. Extended with AI-specific detection layers for hallucinations, medication safety, and billing risk.

How Scoring Works

Notes are scored from 100. Points are deducted based on findings:

  • Critical issue: −8 points each
  • Hallucination contradiction: −2 points each
  • Impossible clinical value: −3 points each
  • Copied-forward data: −2 points each
  • Average PDSQI below 3.0: −5 points once
  • Warnings: informational only, no deduction
  • Minimum score: 20

Score bands:

  • 90–100: Documentation meets quality standards
  • 75–89: Review warnings before signing
  • 60–74: Address issues before signing
  • Below 60: Do not sign until gaps resolved

Warnings surface best-practice gaps and documentation improvements. They never affect the score — only critical findings do.

Built by MVP Health

© 2026 VerifyChart · MVP Health · Not a medical device

VerifyChart

v2.2.3

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