Expert Institute Tech Stack
AI-powered expert witness matching platform for law firms
Expert Institute operates a two-sided matching platform connecting law firms with domain experts for litigation support. The tech stack reveals a mature SaaS infrastructure (Salesforce, HubSpot, Marketo, AWS managed services) layered with specialized legal tools (Westlaw, Bloomberg Law, LexisNexis), while active projects signal a shift toward AI-native case matching: embeddings-based expert search, document processing pipelines, and data platforms for case intelligence. Hiring velocity is accelerating across engineering and legal roles, suggesting an engineering-heavy push to automate expert matching and case intake—areas where the platform currently shows friction (hard searches, low SQL generation, high manual review volumes).
Tech Stack 23 technologies
What Expert Institute Is Building
◆Challenges
- Scaling platform for growth
- Architecting next phase of growth
- Improving case outcomes
- Low email engagement
- Low sql generation
- Streamlining case reviews
- High-volume medical record reviews
- Pipeline thin
- Hard searches
- Client churn risk
▲Active Projects
- Ai-powered document processing pipelines
- Data platform for case-matching intelligence
- Embeddings/vector search for expert matching
- Expert search service
- Expanding expert network
- Automated lifecycle journeys
- Real-time case intake support
- Medical record review optimization
- Expert witness identification
- Full-cycle hiring for specialized roles
