Tangos AI Closes $20M Seed Round at $100M Valuation to Automate Financial Crime Investigations #

Israeli startup Tangos AI has raised $20 million in seed financing at a $100 million valuation, with the goal of replacing manual financial crime investigation work with autonomous AI agents. The round was led by Red Dot Capital Partners and included Leaders Fund, Clarim, Venture Israel, Signal Fire, Clutch Capital, and Selah Ventures, alongside a strategic investment from data intelligence firm Bright Data.

Founded in 2025 by serial entrepreneur Eyal Azoulay, who has completed three previous startup exits including one acquired by BNY Mellon, Tangos argues that the financial crime industry has solved the wrong problem. The market is crowded with tools that detect suspicious transactions, but what happens after an alert fires has remained largely manual. According to Azoulay, hundreds of investigators at major banks still review alerts one by one, creating a significant operational bottleneck. “Financial crime has evolved into a network problem that increasingly exceeds the capacity of traditional investigative processes,” Azoulay said in the company’s announcement.

Tangos addresses that gap by deploying domain-specific AI agents to handle the full investigation workflow. Given a sanctions alert on a shell company, the system can autonomously trace beneficial ownership across jurisdictions, map relationships between entities and counterparties, test competing hypotheses, and validate its findings through multiple sources, all before handing a human investigator a finished, source-traced case file. The platform targets anti-money laundering, enhanced due diligence, sanctions screening, and fraud investigations, and is designed to complete in minutes work that would take a team of analysts days.

A central design principle sets Tangos apart from general-purpose AI tools: the company has deliberately avoided a black-box approach, instead building what it describes as “glass-box defensibility,” in which every conclusion is traceable to underlying evidence and every step generates an immutable audit trail suitable for regulatory review.

The leadership team includes former officials from the U.S. Treasury’s Office of Foreign Assets Control, veterans of Israel’s intelligence and security community, and engineers with experience building large-scale autonomous AI systems. The company currently employs around 20 people in Israel and maintains a team in Washington, D.C., with further hiring planned.

Proceeds from the seed round will be used to accelerate product development, grow engineering capacity, and scale deployments across financial institutions, government agencies, and intelligence organizations, according to the company.

Source: PR Newswire