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TRM Labs

Category: AI in Cybersecurity

A comprehensive blockchain intelligence platform designed to help financial institutions, cryptocurrency businesses, and government agencies detect, investigate, and manage crypto-related fraud and financial crime. TRM Labs was founded in 2018. The company is led by Esteban Castaño. Based in San Francisco, USA. Team size: 250-300. Total funding raised: $149.9M. Latest round: Series B Expansion. Key investors include Tiger Global Management, Thoma Bravo, Goldman Sachs, PayPal Ventures, Visa, American Express Ventures, Citi Ventures, Blockchain Capital, Marshall Wace.

Founded
2018
Headquarters
San Francisco, USA
Team size
250-300
Total funding
$149.9M

Value proposition

Provides a unified, real-time view of risk across 100+ blockchains, enabling organizations to automate AML compliance and conduct deep-dive forensic investigations through a single interface.

Products and solutions

TRM Forensics: Advanced tool for tracing and visualizing the flow of funds across blockchains., TRM Transaction Monitoring: Real-time AML/CFT screening for cryptocurrency transactions., TRM Wallet Screening: Automated risk scoring and sanctions screening for crypto wallets., TRM Know Your VASP (KYV): Risk assessments and due diligence on virtual asset service providers., TRM Beacon: Proactive threat intelligence and alerting for emerging crypto-related exploits.

Unique value

Industry-leading cross-chain analytics capability that allows investigators to track assets seamlessly as they move across different blockchains (e.g., from Bitcoin to Ethereum to Solana) within a single graph.

Target customer

Global financial institutions (banks, fintechs), cryptocurrency exchanges (VASPs), government law enforcement agencies (FBI, IRS, NCA), and regulatory bodies.

Industries served

Financial Services & Banking, Cryptocurrency & Web3, Government & Law Enforcement, Cybersecurity, Legal & Compliance

Technology advantage

Utilizes a proprietary 'Attribution Engine' that leverages machine learning and a massive database of millions of tagged addresses to identify illicit actors, combined with high-speed data ingestion that processes billions of on-chain events daily.

How they differentiate

TRM differentiates through its 'cross-chain' analytics, allowing investigators to track funds across different blockchains seamlessly in a single graph. It also features a more modern, intuitive UI compared to legacy tools and high-speed data ingestion that provides real-time risk scoring.

Main competitors

Chainalysis, Elliptic, Mastercard (CipherTrace), Merkle Science

Key partnerships

Financial Partners: Goldman Sachs, PayPal Ventures, Visa, American Express Ventures, and Citi Ventures., Strategic Investors: Thoma Bravo, Tiger Global, and Marshall Wace., Ecosystem Partners: Circle (USDC), MoonPay, Shopify, and various global law enforcement agencies including the IRS-CI and FBI.

Notable customers

Circle, MoonPay, Shopify, IRS-Criminal Investigation, FBI, UK National Crime Agency (NCA), Binance

Major milestones

Graduated from Y Combinator Winter 2019 cohort, Raised $60M Series B led by Tiger Global in Dec 2021, Secured $70M Series B expansion led by Thoma Bravo in Nov 2022, Established a dedicated Global Policy team led by former DOJ and Treasury officials, Integrated advanced AI-driven attribution to identify over 80 million tagged addresses

Growth metrics

Estimated ARR between $30M-$50M; headcount grew to approximately 250-300 employees; supports over 100 distinct blockchains.

Market positioning

A high-growth challenger and leader in the blockchain intelligence space, positioned as the primary alternative to the incumbent Chainalysis for both government agencies and top-tier crypto enterprises.

Geographic focus

Global, with primary headquarters in North America (San Francisco) and significant operations in Europe (London) and Asia-Pacific (Singapore).

Patents and IP

Proprietary multi-chain data fusion and automated risk-scoring algorithms (specific public patent filings are generally kept as trade secrets or under 'TRM Labs Inc' in the USPTO database).

About Esteban Castaño

Esteban Castaño is the Co-founder and CEO of TRM Labs. Prior to founding TRM, he served as a Business Analyst at McKinsey & Company and as a Program Manager at Generation, focusing on global youth unemployment. He is a Y Combinator alumnus (W19) and withdrew from the Stanford Graduate School of Business to launch TRM Labs. He holds a Bachelor of Arts in Government from Dartmouth College.

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