Tangos AI, an autonomous AI platform built for financial crime investigations, has secured $20m in seed funding to tackle what it sees as one of the biggest operational bottlenecks in compliance.
Red Dot Capital Partners led the round, joined by Leaders Fund, Clarim, Venture Israel, Signal Fire, Clutch Capital and Selah Ventures, alongside a strategic investment from Bright Data.
The raise arrives against a stark backdrop. Illicit proceeds from financial crime are believed to exceed $1.5tn each year, yet banks and other institutions are contending with swelling alert volumes, tougher regulatory demands and a worldwide scarcity of seasoned investigators. The practical consequence is that many firms can only pursue a small proportion of the cases that warrant attention, leaving substantial risk unexamined.
Tangos was established in 2025 by Eyal Azoulay, a serial entrepreneur whose three prior exits include a business bought by BNY. Its leadership bench draws on backgrounds spanning financial crime investigations, sanctions enforcement, intelligence work, banking and artificial intelligence, and features 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 carry out complex investigations with greater speed, accuracy and scale. It can probe suspicious activity and compliance alerts, assess sanctions, anti-money laundering and fraud exposure, uncover beneficial ownership structures and concealed relationships, chart networks of entities, accounts and counterparties, cross-check evidence against multiple sources, and produce regulator-ready reports backed by full audit trails.
Where conventional compliance tools stop at flagging potential risk, Tangos is built to conduct the investigation itself. Its combination of domain-specific AI models, structured workflows and expert-trained reasoning systems weighs evidence, tests hypotheses, verifies conclusions and assembles complete case files for human investigators to review, sign off and act on.
This lets compliance and risk teams grow investigative capacity substantially without a matching rise in headcount, while raising quality, consistency and regulatory readiness. The firm 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.”
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