Hard-to-find public records search, AI-first document retrieval

Hard-to-find public records search, AI-first document retrieval targets a $2.0B = 200,000 organizations x $10,000 ACV. Buyers include law firms, corporate legal and compliance teams, investigative journalists, NGOs, and government contractors globally, averaging $10k/year for enterprise subscriptions or multi-seat licenses. total addressable market with medium saturation and a year-over-year growth rate of 10-18% annual growth in legal research and public-records tooling as enterprises digitize and compliance pressure increases.

Key trends driving demand: AI-mediated discovery -- users are increasingly using AI layers to find source documents when traditional search fails, creating demand for provenance-aware retrieval.; E-filing and digitization -- broader adoption of electronic court filing and agency portals increases availability of primary documents for indexing and retrieval.; Regulatory and compliance pressure -- heightened regulatory scrutiny forces companies to verify primary sources, increasing willingness to pay for authoritative access.; RAG and semantic search improvements -- modern retrieval and vector databases make precise document-level linking and context-aware ranking practical.; Investigative journalism resurgence -- demand from reporters and NGOs for reliable access to official records is driving specialized tools..