AI-powered quality control and medical report digitization platform that extracts, validates, structures, and compares medical data — eliminating manual QC effort and accelerating underwriting workflows.
The Auto QC & Medical OCR Platform transforms unstructured medical documents into validated, structured data — ready for underwriting workflows in seconds.
Medical reports, MER forms, and lab documents are uploaded or received via API.
Dual-pass OCR engine extracts all text and data fields with high accuracy.
AI organizes extracted data into structured fields — vitals, history, findings.
Second OCR pass validates extraction accuracy and flags uncertain data.
Compares OCR output against MER form entries, Video MER transcript, and doctor answers.
Auto-generates discrepancy report with JSON output for underwriter action and audit trail.
High-accuracy optical character recognition for medical reports and forms.
AI identifies and extracts relevant medical data fields from unstructured documents.
Auto-generates clean, structured JSON output for downstream system integration.
Dual-pass validation ensures extraction accuracy and confidence scoring.
Automated comparison between OCR output and submitted MER form data.
Cross-validates doctor-entered answers against OCR-extracted report data.
Compares OCR report data against Video MER session transcript for discrepancies.
Automated flagging of data inconsistencies for underwriter review.
Full compliance-ready audit trail for every document processed.
Automate quality checks across large volumes of medical underwriting cases.
Convert paper or PDF medical reports into searchable, structured digital data.
Structured data outputs feed directly into automated underwriting decisioning systems.
Discrepancy detection between report, form, and transcript flags potential fraud cases.
Audit-ready outputs and compliance logs for regulatory reporting requirements.
See how Auto QC & Medical OCR can automate your document processing and quality control operations.