Structured, enriched litigation data delivered through Snowflake. Judge scoring, settlement benchmarks, case duration forecasting, and entity resolution — purpose-built for funders, institutional investors, and contingency law firms.
A single underwriting exercise takes 40-100+ hours of manual research across 5-10 fragmented sources. LitEdge compresses this to minutes.
All data sourced from free, public government endpoints and nonprofit repositories. The value is in the curation, enrichment, and delivery.
Raw court data is necessary but not sufficient. The enrichment layer transforms raw filings into actionable investment intelligence.
Historical win/loss rates by case type, nature of suit, and motion type. Know whether your judge grants 80% of MSJs or 30%.
Percentile-ranked settlement distributions by case type, circuit, industry, and class size. Comps for lawsuit outcomes.
Median and percentile time-to-resolution by case type, court, and judge. Critical for IRR modeling.
Fuzzy matching party names to SEC CIK, stock tickers, and DUNS numbers. Portfolio-level risk views across all pending litigation.
Track case filing velocity, new plaintiff counsel entries, bellwether trial dates, and settlement signals in mass torts.
Win rates, avg settlement size, avg case duration by plaintiff firm. Evaluate counsel quality as part of underwriting.
Existing platforms are built for law firms. LitEdge is the first analytics platform purpose-built for litigation finance investors.
| Capability | Lex Machina | Docket Alarm | UniCourt | Bloomberg Law | LitEdge |
|---|---|---|---|---|---|
| Judge disposition scoring | Yes | -- | -- | Yes | Yes |
| Settlement amount data | Limited | -- | -- | Limited | Yes |
| Entity resolution (CIK/ticker) | -- | -- | -- | -- | Yes |
| SEC enforcement linkage | -- | -- | -- | Limited | Yes |
| MDL momentum scoring | -- | -- | -- | -- | Yes |
| Case duration forecasting | -- | -- | -- | Limited | Yes |
| Snowflake-native delivery | -- | -- | -- | -- | Yes |
| Funder-specific UX | -- | -- | -- | -- | Yes |
A single underwriting exercise costs $5,000-$15,000+ in analyst time. LitEdge pays for itself with 3-4 deals per month.
Lead generation / freemium
Annual contract
Multi-year
We're onboarding design partners now. Be among the first litigation finance professionals to access structured, enriched court data through Snowflake.
For litigation funders, hedge funds, contingency law firms, and institutional investors.