Covalynt

Covalynt is a web-based data science platform for law firms, in-house counsel, and claims administrators running complex litigation, including class actions and mass torts, with AI-assisted claim validation and identity-focused analysis.

Key capabilities include:

• Real-time claim validation and fraud detection with interactive dashboards for monitoring submissions during claims processing.
• Multi-factor validity scoring that evaluates 200+ data signals per claim, starts each claim at 1,000, and deducts points with claim-level justifications; scores below 700 are recommended for rejection.
• Batch and real-time integrations to support scoring at submission or retroactive review, backed by published API documentation.
• A product suite spanning litigation stages, including ClassResolution, DeepValidation, ClaimScore, and Bespoke Data Solutions.

Pricing: Unknown.

Notable for its emphasis on transparent, evidence-based scoring designed for defensibility in high-stakes matters, plus reported outcomes including $340M avoided in fraudulent payouts, a partnership with A.B. Data for improved claim fraud detection (reported 99.8% effectiveness), and a $3.15M oversubscribed seed round led by ROC Venture Group.