The product
An AI expert-witness matching tool that takes an LNC's standard-of-care memo, extracts the relevant specialty and deviation type, and returns a ranked…
The pain
Expert Witness Sourcing Is Slow and Relationship-Dependent
After an LNC identifies a standard-of-care deviation, the attorney still needs a testifying physician expert — a search that is almost entirely relationship-driven and…
Who pays
Personal Injury / Medical Malpractice Attorney
Solo to 50-attorney plaintiff firm; high-volume PI firms in TX…
Why now
Mass Tort & Multi-District Litigation Surge Drives Bulk LNC Demand
Mass tort docket growth means attorney teams need faster expert sourcing at volume, not one-off relationship calls
Who already sells something close
- Expert InstituteFull-service expert matching with litigation history search and medical record review by…
- WitnesslyAI-powered expert witness discovery across engineers, scientists, and medical specialists
- Legal Experts AIAI-driven physician expert matching with human screening for malpractice and PI cases
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