TRM Labs, the blockchain intelligence platform, announced a partnership with Sphinx, a key player focused on AI agents for financial crime detection and compliance operations. Together, the two firms will now aim to bring next-generation automation and intelligence to compliance teams facing operational pressure.
According to Sphinx’s research, most organizations now “manage backlogs of over 10,000 cases.”
Converging trends will increase this volume:
- High-throughput blockchains: Solana processes over 3,000 transactions per second compared to seven per second on Bitcoin
- Agentic commerce: AI agents increasingly transact autonomously on behalf of users and organizations.
- Tokenization of real-world assets: More economic value continues to move on-chain.
In addition to increasing transaction volumes, illicit actors are adopting AI at scale. According to data from Chainabuse, TRM Lab’s open-source fraud reporting platform, “reports of generative artificial intelligence (genAI)-enabled scams between May 2024 and April 2025 rose by 456%, compared with the same period in 2023-24.”
Compliance teams need a new way “to process data and triage alerts to match the speed at which digital assets move through the economy.”
TRM’s integration with Sphinx enables:
- Risk signals: Configure rules aligned to your organization’s risk thresholds in TRM Transaction Monitoring to reduce noise and false positives
- Faster alert triage: Sphinx’s AI compliance agents gather evidence, enrich cases, and draft dispositions for analyst review — accelerating, not replacing, human judgment.
- Automated compliance workflows: Within defined parameters, Sphinx can aggregate data across your organization’s systems and execute repeatable tasks end-to-end.
The integration is generally available to TRM and Sphinx customers. Teams can use their TRM API key to “enable Sphinx’s AI agents in TRM Transaction Monitoring and configure the agents through Sphinx’s dashboard to automate alert review and case workflows.”
As noted in the update, TRM Labs provides blockchain analytics solutions to help “law enforcement and national security agencies, financial institutions, and cryptocurrency businesses detect, investigate, and disrupt crypto-related fraud and financial crime.”
TRM’s blockchain intelligence platform includes “solutions to trace the source and destination of funds, identify illicit activity, build cases, and construct an operating picture of threats.”
TRM is used by agencies and businesses worldwide who rely “on TRM to enable a safer, more secure crypto ecosystem.”
As mentioned in the announcement, Sphinx develops “AI agents that perform AML, KYC/KYB, EDD, and transaction-monitoring reviews across existing case-management tools.”
Its agent framework automates “evidence gathering, policy execution, and disposition drafting while preserving analyst oversight and auditability.”
By integrating into legacy and modern compliance stacks, Sphinx allows Fis to scale “decision-making, reduce operational load, and maintain consistent, defensible outcomes at high volume.”
The company is based in San Francisco, CA, and is hiring across “engineering, product, operations, and GTM.”