AI blockchain intelligence and on-chain forensics covering over 190 blockchains
TRM Labs is a blockchain intelligence platform that monitors illicit fund flows across more than 190 blockchains. It combines digital asset screening, transaction monitoring, and multi-source investigative workflows to help organizations identify exposure to hacks, scams, and sanctions evasion.
TRM Labs was founded in 2018 by Chief Executive Officer Esteban Castaño, a former McKinsey & Company business analyst who attended Stanford Graduate School of Business, and Chief Technology Officer Rahul Raina, previously a software engineer at Opendoor. Headquartered in San Francisco, the company participated in the Y Combinator Summer 2019 cohort. TRM has raised over $220 million in total venture backing, including a $4.2 million seed investment from PayPal Ventures in 2019, a strategic investment from JPMorgan Chase in 2022, and a $70 million Series C round led by Blockchain Capital in February 2026 that valued the firm at $1 billion. As of March 2026, the company employed roughly 500 people.
The platform separates its capabilities into dedicated applications. TRM Forensics tracks transaction flows across more than 190 blockchains and supports over 70 million digital assets. Analysts use the tool to trace cross-chain movements and visualize entity clusters. An embedded assistant called Co-Case Agent assists investigators with analyzing complex transaction graphs. For ongoing compliance, TRM Crypto Compliance handles automated wallet screening and transaction monitoring against over 150 configurable risk categories. Its Ardence investigation platform fuses on-chain records with external intelligence, including dark web data and corporate records, preserving auditable provenance so findings can be defended in court. An intelligence-sharing response network coordinates threat alerts between law enforcement agencies and cryptocurrency exchanges to flag illicit transfers before cash-out.
TRM Labs operates strictly as a business-to-business and public-sector software vendor. There are no self-serve tiers or free consumer plans. Access requires an enterprise contract negotiated through the sales team, with deployments available across commercial cloud environments and AWS GovCloud for authorized government agencies.
Because TRM Labs focuses on institutional compliance teams, individual traders cannot access the tool for personal portfolio tracking or casual on-chain analysis. Organizations relying on the service must factor in custom enterprise pricing. Data provider integrations and specific intelligence sources inside the Ardence suite also vary depending on the customer's jurisdiction and contractual terms.
TRM Labs provides multi-chain intelligence and cross-source forensics across 190+ blockchains, but enterprise-only pricing and closed sales onboarding make it inaccessible to retail analysts.
TRM Labs is an enterprise intelligence and forensics platform designed for financial crime compliance, law enforcement investigations, and institutional asset screening. The platform focuses on tracing illicit financial flows and scoring counterparty risk across more than 190 blockchains and over 70 million assets. Its core tracing tools integrate cross-source entity resolution, mapping on-chain wallets alongside corporate filings and dark web intelligence.
TRM Forensics handles graph-based multi-chain fund tracing, supported by the Co-Case Agent AI assistant to parse complex lead chains. Crypto Compliance provides automated anti-money laundering (AML) screening alongside transaction monitoring rules across 150 risk categories. Through Ardence, an AI all-source investigation platform that can deploy in AWS GovCloud, teams fuse indicator data across more than 55 off-chain sources with full provenance tracking defendable in legal proceedings.
Key strengths include breadth of blockchain coverage, real-time response networks that alert exchanges and other participants when flagged funds move, and institutional backing from firms including Blockchain Capital, PayPal Ventures, and JPMorgan Chase. In February 2026, the company completed a $70 million Series C round valuing it at $1 billion.
There is no free tier or self-serve public tier, and pricing requires enterprise contracts negotiated through direct sales. TRM Labs does not provide retail portfolio tracking, token metrics, or yield dashboards, as TRM Labs is engineered strictly for compliance teams and investigative agencies.
| Tool type | On-chain analytics, Research, Wallet tracking, Dashboards, Alerts · unverified |
|---|---|
| Chains covered | 190 · unverified |
| API access | Yes · unverified |
| Alerts | Yes · unverified |
| Wallet tracking | Yes · unverified |
Not disclosed by the provider: Free plan, Paid plans from (per month), Mobile app, NFT data, CSV export.
Data from the provider's website and public sources. Fees and availability change; confirm on the official site before you sign up.
Traces cryptocurrency movements across more than 190 blockchains and over 70 million supported digital assets.
Screens wallets and transactions in real time using over 150 customizable AML and sanctions risk categories.
Merges on-chain analytics with over 55 off-chain sources including dark web, identity, and corporate records.
Uses an embedded AI assistant to structure leads, generate prompts, and guide multi-hop transaction tracing.
Distributes real-time transaction alerts to participating exchanges and stablecoin issuers to stop illicit withdrawals.
A multi-chain tracing platform that maps transaction flows and identifies entity clusters across more than 190 blockchains.
An investigation platform that uses AI models to query external records, linking on-chain wallet movements with off-chain corporate, cyber threat, dark web, and identity intelligence.
An embedded AI assistant within TRM Forensics that structures investigation paths and analyzes crypto leads using natural language prompts.
An AML risk management suite featuring automated wallet screening, transaction monitoring rules, and counterparty VASP risk scoring.
A real-time intelligence-sharing network enabling verified investigators to flag illicit addresses and alert exchanges and other participants before withdrawals occur.
There is insufficient user feedback to evaluate the product, as the available mention only references an industry crime report rather than direct user experiences.
Based on 1 Reddit posts and comments from the last 12 months, checked Oct 21, 2026. These are posts by users on other sites, not reviews submitted on CryptoReview.
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Blockchain CapitalVenture capital
Lead
AV Alumni VenturesVenture capital
BV Bessemer Venture PartnersVenture capital
BH Brevan Howard DigitalHedge fund
CMT DigitalCorporate VC
CV Citi VenturesVenture capital
DV DRW Venture CapitalCorporate VC
Galaxy VenturesCorporate VC
GS Goldman SachsCorporate VC
TB Thoma BravoVenture capital
Y CombinatorAccelerator
TRM Labs was founded in 2018 by Esteban Castaño, who serves as CEO, and Rahul Raina, who serves as CTO. Both co-founders established the company in San Francisco after participating in Y Combinator.
TRM Labs uses custom enterprise pricing rather than public self-serve subscriptions.
TRM Labs supports tracing and monitoring across more than 190 blockchains and over 70 million digital assets.
The real-time communication system connects law enforcement agencies, exchanges, DeFi services, and stablecoin issuers. It alerts participants when flagged funds reach connected platforms so they can review risk and act before withdrawals occur.
TRM Labs operates as a privately held software and blockchain analytics company. It does not issue a token.
Recent public posts from @trmlabs, shown as published. Not reviewed or endorsed by CryptoReview.
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