The numbers come first. TRM Labs, the San Francisco startup that built its franchise helping law enforcement trace cryptocurrency used by criminals, has seen its valuation double to $2 billion — barely six months after a $70 million Series C round pegged it at $1 billion. The add-on funding came entirely from existing backers, and CEO Esteban Castano declined to disclose the exact amount raised, describing it only as 'modest.'
The market has already voted. Castano told Fortune the company expects to hit an annual recurring revenue milestone of $100 million 'in the coming weeks,' a figure that gives the new valuation a concrete earnings anchor rather than pure speculation.
From blockchain forensics to mapping all of crime. When Castano launched TRM Labs in 2018, the blockchain forensics space already had established players — Chainalysis, Elliptic and CipherTrace, the last of which was subsequently acquired by Mastercard. TRM carved out its niche by tracking newer cryptocurrencies such as Ethereum and Tron, which became popular vehicles for criminal financing alongside Bitcoin.
Now the company is moving horizontally. Castano's core insight: criminals across every category — cyber hackers, wildlife poachers, child pornographers — use cryptocurrency, which gives a single platform a logical reason to map criminal networks broadly. 'Never before in history did it make sense for a company to map all of crime,' Castano said. 'But the universal adoption of crypto created an incentive to do so.'
AI as the second engine. The strategic expansion centers on artificial intelligence. Castano argues that AI reduces the two historical constraints on criminal activity — time and expertise — making the threat landscape materially worse. TRM Labs is rolling out a new investigations platform, set for public announcement in November, designed to help investigators uncover financial fraud driven by deepfakes, as well as sextortion and child sexual abuse material, both of which Castano says have surged alongside AI adoption.
'AI is a second growth engine for our business, not a pivot,' Castano said, emphasizing that the core crypto business 'is still going strong.' He described blockchain intelligence as 'a multi-decade business' and said his goal is to 'build a generational company.'
As of early September, TRM Labs employed roughly 500 people, with satellite offices in London, Singapore and Washington, D.C. Castano, 35, said the doubled valuation is intended as a 'bat signal' to attract top talent, framing the company's mission as a chance to 'do well by doing good.'
CEO Times take. This is free enterprise doing what government bureaucracies cannot: moving fast, deploying capital and building proprietary data networks that law enforcement agencies lack the incentive or the budget to construct themselves. TRM Labs is not asking for a federal grant or a regulatory mandate — it is building a product that banks and investigators are reportedly eager to buy. When private capital funds the fight against AI-driven crime at scale, the taxpayer wins twice: better outcomes, zero appropriations. The $2 billion valuation is not hype; it is the market pricing a clear rule set, a defensible data moat and a revenue line that is almost at nine figures. Capital rewards exactly this kind of clarity.
