Quantifind Raises $200M Growth Round Led by Summit Partners

Quantifind, a provider of AI-native risk intelligence for financial crime and national security operations, has taken a $200 million growth investment. Summit Partners led the round. Existing investors Citi Ventures, S&P Global, Deloitte, and Stephens Group also participated.

The Palo Alto company sells software that screens transactions, individuals, and networks for illicit activity. Its clients span large banks, payment processors, and government agencies. The platform runs on proprietary machine-learning models trained on structured and unstructured data sources, a shift from legacy rules-based systems.

The investor lineup carries weight. Citi Ventures and Deloitte are strategic backers, not just financial. Both firms have deep ties to compliance and audit workflows where Quantifind's tools slot in. S&P Global adds a credit-data dimension. The combination suggests the round was built around commercial access as much as capital.

Growth-stage deals of this size in the risk-intelligence space are scarce. Most funding in anti-money-laundering software goes to earlier-stage startups. Quantifind's $200 million haul signals buyer demand for AI-native alternatives to legacy platforms like World-Check or Fircosoft, which many banks still run but increasingly find slow to adapt to new typologies.

The Treasury Department and the Financial Crimes Enforcement Network have urged financial institutions to adopt more advanced screening methods. Quantifind's technology addresses that pressure. Its systems claim to cut false positives by a wide margin, a critical metric for compliance teams drowning in alerts.

The company has not disclosed its valuation. People familiar with the matter said the round was structured as a primary issuance, with some secondary component for early employees to sell shares.

Quantifind will use the proceeds to expand its engineering team and accelerate deployments in national security contracts. The firm already works with agencies in the intelligence community, a revenue line that typically carries long sales cycles but high retention.

The round closes with Summit Partners as the lead. The growth-equity firm has backed a string of AI-enabled enterprise companies including DataRobot and UiPath. Quantifind fits that pattern: a software layer over a regulated workflow, with recurring revenue and rising compliance budgets as a tailwind.