Variance

Variance builds AI agents that take on investigative work for compliance and risk teams at financial institutions, from level 1 to level 3 reviews, with consistency, auditability and traceability. Teams write their policies and standard operating procedures in plain English and the agents enforce them on every case, using first-party tools to extract, parse and verify documents (from ID cards to incorporation filings) and external intelligence from the open web, sanctions lists, OSINT databases and adverse media. A context engine links entities across data sources into a single 360° view for UBO and network analysis. Every decision comes with an evidence trail, cited sources and step-by-step reasoning, and the agents learn from analyst feedback. Use cases include KYC, anti-money laundering and fraud; the company says its agents gather 90% of the evidence per case and cut investigation cycles tenfold, and it serves Fortune 500 customers.