Validate What's in the Records.Before It Costs You.
Qualify.AI is Lexmata's targeted record analysis tool — built for mass tort teams that need fast, structured confirmation of key clinical findings at scale.
Mass tort scale breaks manual workflows.
No standardized system for record intelligence at scale
Law firms managing mass tort inventories face thousands of claimants, inconsistent record sets, and no centralized system to retrieve, process, and analyze data across an entire case portfolio. Manual approaches can't keep pace, and generic legal software wasn't built for this.
One platform. One workflow. Scalable across thousands of files.
Lexmata serves as an end-to-end medical record intelligence platform for mass tort litigation — handling record retrieval, AI-powered data extraction, targeted identification, and human-validated review. One platform, one workflow, scalable across thousands of files.
Hours wasted qualifying claims that never convert
Before investing attorney time, firms need a fast, reliable way to screen whether a claimant's records actually support the case. Manual record pulls and reviews waste hours on cases that don't qualify.
Qualify faster. Advance with confidence.
Qualify.AI provides AI-powered case qualification — pulling structured data points from records (diagnosis type, injury date, diagnosing facility) to help firms quickly validate case strength before advancing in the pipeline.
Compact Output Files
Small, manageable file sizes for effortless data mining and case analysis.
99% OCR Accuracy
Patented text recognition for highest accuracy identification of medical terms.
Spreadsheet Export
Filterable data — sort by diagnosis, date, facility, and more.
Expert Validation
Optional nurse reviewer verification for complete clinical confidence.
Three steps. Case-ready output.
Qualify.AI ingests your records, runs targeted extraction, and delivers clean structured data — no manual read required.
Submit Your Files
Upload claimant medical records through the Lexmata platform. Any size, any page count — Qualify.AI handles the volume.
Targeted AI Extraction
Qualify.AI runs case-specific extraction against the data points that matter for your tort — diagnoses, dates, facilities, and more.
Structured Output Delivered
Results come back as a clean, filterable spreadsheet — sortable by diagnosis, date, facility. Ready to inform case decisions immediately.
From raw records to structured intelligence.
Every finding extracted, linked back to the source page, and delivered in a filterable spreadsheet your team can actually use. What used to take days takes hours.
Configured to your case type.
Data point extraction is fully customizable — built around the specific clinical criteria your tort requires.
Built for cases further along in the process.
Qualify.AI isn't a first-pass summary tool. It's the validation layer that gives attorneys documented confidence in what the records actually support — before your team commits further resources to a claim.
Advanced-Stage Claim Validation
As cases progress, firms need to confirm that specific clinical findings are actually documented and supported in the records — not just assumed. Manual validation at scale is slow and inconsistent. Qualify.AI runs targeted analysis against the specific data points that matter at the validation stage — giving firms documented confidence before advancing or settling claims.
Qualifying Diagnosis Confirmation
Confirm that case-specific diagnoses are documented across large claimant inventories — systematically, not manually.
Pre-Settlement Validation
Validate clinical specifics before advancing or settling claims. Know what the records say — and what they don't.
Record Set Auditing
Audit claimant files for completeness and clinical specificity. Surface gaps before they become problems.
Simple, transparent pricing.
Flat rate or tiered by page count — choose what works for your inventory.
AI Processing Only
Flat rate regardless of page count.
| Tiered Option | Fee |
|---|---|
| Up to 250 pages | $50 |
| 251–500 pages | $75 |
| 501–1,000 pages | $100 |
| 1,001–2,000 pages | $125 |
| 2,001+ pages | Contact Us |
AI + Nurse Validation
Full AI extraction with licensed nurse verification.
| Tiered Option | Total |
|---|---|
| Up to 250 pages | $150 |
| 251–500 pages | $200 |
| 501–1,000 pages | $250 |
| 1,001–2,000 pages | $300 |
| 2,001+ pages | Contact Us |
Qualify.AI Questions
Common questions about AI-powered case qualification
Qualify.AI is Lexmata's targeted record analysis tool built for mass tort teams. It extracts structured clinical data points from medical records — diagnoses, injury dates, facilities, and more — so firms can validate case strength before advancing claims.
Standard data points include diagnosis & injury type, historical vs. new diagnosis classification, date of injury, age at diagnosis, diagnosing facility, and source page hyperlinks. Data point extraction is fully customizable to your specific tort requirements.
Qualify.AI uses Lexmata's patented OCR technology with 99% accuracy for medical term identification. For additional confidence, optional licensed nurse reviewer verification is available.
AI processing starts at $50 per file flat rate, with tiered pricing for larger documents. AI + Nurse Validation starts at $125 per file ($50 base + $75 nurse review). Volume pricing is available for inventories over 2,000 pages.
Qualify.AI delivers results as a clean, filterable spreadsheet with columns for diagnosis, diagnosis type, date, age at diagnosis, facility name, page number with hyperlinks, and source text. Results include Medical Findings, Potential Findings, and Diagnosis Patterns tabs.
Qualify.AI is not a first-pass summary tool. It's the validation layer that gives attorneys documented confidence in what the records actually support — designed for cases further along in the process where firms need to confirm specific clinical findings before advancing or settling claims.
Know What You Have.
Move With Confidence.
Qualify.AI is part of the Lexmata platform — the same system your team already uses to retrieve, summarize, and manage medical records. No new workflow. No new vendor. Just sharper data at the stage where it matters most.
Request a Demo