Mass Tort Legal Automation: Plaintiff Fact Sheet & Evidence Dossier Engine
A specialized legal document automation platform streamlining Plaintiff Fact Sheet (PFS) compilation, claimant evidence verification, and defense disclosures in mass tort litigation.
- Venture
- A National Mass Tort Litigation Law Firm
- Industry
- LegalTech & Complex Litigation
- Geography
- United States
What was in the way
A prominent national mass tort law firm managing thousands of claimants across multidistrict litigation (MDL) was overwhelmed by court-mandated Plaintiff Fact Sheets requiring hundreds of pages of verified medical records.
- 01Manual claimant interviews and questionnaire data entry took 10 to 15 paralegal hours per plaintiff fact sheet.
- 02Missing medical pharmacy records or signature defects led to costly court deficiency motions.
- 03Plaintiff data was scattered across intake call logs, medical release forms, and paper questionnaires.
The architecture, and why
Constructed an automated legal intake and PFS compiler that guides claimants through secure mobile questionnaires, validates medical evidence, and auto-generates court-ready PDF dossiers.
- Mobile-friendly claimant questionnaire with conditional branching tailored to specific MDL litigation criteria.
- Automated document verification highlighting missing medical disclosures or unsigned HIPAA release forms.
- One-click Plaintiff Fact Sheet PDF compiler populating court-approved federal court templates.
- Secure litigation defense production portal exporting Bates-stamped document packs with digital chain of custody.
What is running in production
What changed, measured
Ventures are described by industry and geography rather than by name, so publishing never waits on a client's sign-off. Named detail replaces a descriptor whenever an approval arrives. The numbers above are unchanged either way — our delivery record is independently verifiable on Upwork.
Whether it's co-founding a venture from a blank repo, embedding a senior pod, or automating the back office — bring us the architecture problem and we'll tell you honestly whether we're the right team for it.
- You talk to a senior architect, not an account manager
- 24-hour response on any scoped request
- Mutual NDA and IP assignment as standard