Aggregate lifetime political donations per donor into candidate-level rollups

Aggregate lifetime political donations per donor into candidate-level rollups targets a $1.5B = 6,000 target orgs (national newsrooms, major NGOs, campaign/legal/compliance teams, data vendors) x $250K ACV total addressable market with medium saturation and a year-over-year growth rate of 12% (growing demand for public records analytics and verification tooling).

Key trends driving demand: Open-data expansion -- more state and federal filings are being published in machine-readable formats, lowering ingestion costs and increasing dataset freshness.; AI-assisted entity resolution -- modern ML and LLM-assisted workflows can accurately disambiguate donors across noisy records, enabling lifetime rollups.; Journalism + accountability demand -- increased investment in investigative reporting and watchdog NGOs creates steady demand for polished political-donation tooling.; Platform pressure for transparency -- platforms and regulators are asking for clearer provenance on political funding, increasing enterprise demand for authoritative sources..