Eve builds AI-native infrastructure for plaintiff law firms, operating as an intelligent case assistant platform that manages litigation workflows from intake through resolution. The system processes more than 200,000 legal cases annually, handling case evaluation, medical chronology generation, demand letter drafting, and discovery responses. Developed in collaboration with OpenAI and Anthropic, the platform learns each firm's tone and style to generate documents that match attorney output, with attorneys able to train and teach the system for their specific practice patterns.
The platform targets labor and employment practices and personal injury firms. Client firms report 250% year-over-year revenue growth and 2.5X case capacity increases without additional headcount, though these are self-reported outcomes rather than platform-wide guarantees. Eve claims to be the first legal AI to achieve SOC II Type 2 certification while maintaining HIPAA compliance, addressing the compliance and security requirements of handling protected health information and sensitive legal data at scale.
The technical challenge set involves natural language processing for document generation, AI workflow development that adapts to individual firm processes, and maintaining enterprise-grade security infrastructure. The platform must handle the operational complexity of legal document generation across varied practice areas while meeting regulatory requirements for data handling in the legal and healthcare domains.