Tangos AI, an autonomous AI platform for financial crime investigations, has secured $20m in seed funding as it looks to tackle one of compliance’s most stubborn bottlenecks.
Red Dot Capital Partners led the round, joined by Leaders Fund, Clarim, Venture Israel, Signal Fire, Clutch Capital and Selah Ventures, alongside a strategic cheque from Bright Data.
The raise arrives against a stark backdrop. Illicit proceeds from financial crime are thought to exceed $1.5tn each year, yet banks and other institutions are contending with swelling alert queues, tougher regulatory demands and a worldwide scarcity of seasoned investigators. The consequence is that many firms can only pursue a small share of the cases that merit attention, allowing meaningful risk to go unexamined.
Tangos was established in 2025 by Eyal Azoulay, a serial founder with three exits behind him, one of which was bought by BNY. Its senior ranks draw on backgrounds spanning financial crime investigations, sanctions enforcement, intelligence work, banking and artificial intelligence, including former officials from the US Treasury’s Office of Foreign Assets Control (OFAC), senior figures from Israel’s national security community and specialists who previously ran large-scale autonomous systems programmes.
The company’s platform allows banks, FinTech firms, government bodies and intelligence agencies to run intricate investigations at greater speed, precision and scale. Its capabilities span probing suspicious activity and compliance alerts, assessing sanctions, anti-money laundering and fraud exposure, uncovering beneficial ownership structures and concealed connections, mapping webs of entities, accounts and counterparties, corroborating evidence across multiple sources, and producing regulator-ready reports with full audit trails.
Where conventional compliance tools stop at flagging potential risk, Tangos carries out the investigative work itself. Pairing domain-specific AI models with structured workflows and expert-trained reasoning systems, the platform weighs evidence, tests hypotheses, verifies conclusions and assembles complete case files for human investigators to review, sign off and act on. This lets organisations grow investigative capacity without matching increases in headcount, while lifting quality, consistency and regulatory readiness. The company is already working with major financial institutions and intelligence organisations on high-stakes financial crime, sanctions and national security cases.
Tangos founder and CEO Eyal Azoulay said, “Financial crime has evolved into a network problem that increasingly exceeds the capacity of traditional investigative processes. Organizations have made tremendous progress in detecting risk, but the investigation process remains one of the largest operational bottlenecks in financial crime prevention. We built Tangos to bring the speed, scale and consistency of autonomous AI to a process that has historically depended on highly manual work.”
Copyright © 2026 FinTech Global
