Chainalysis announced on Tuesday the launch of AI-powered "blockchain intelligence agents" — autonomous tools trained on data from more than 10 million investigations and over a decade of onchain analysis — designed to help law enforcement, compliance teams and financial institutions detect illicit activity across blockchains.
Chainalysis AI Tools
The new agents, detailed in a company statement, can operate in two modes. In deterministic mode, the same inputs and rules always produce the same result. In exploratory mode, the bots pursue open-ended analysis paths on their own.
Both settings generate audit trails that record what data was used, what reasoning the agent followed and what actions it took.
Human operators can adjust each agent's level of independence and decide which tasks to automate.
Chainalysis said it is the only onchain analysis firm whose data has been ruled reliable and admissible in court. The company plans to begin rolling out the tools this summer.
During testing, agents have been deployed for open-source intelligence collection, tracking investigations across multiple blockchains and generating raw alerts. The bots can also code web applications and produce summary reports.
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Jonathan Levin's Vision
Jonathan Levin, the company's CEO, framed the agents as a natural extension of the firm's existing platform rather than a standalone product.
"This isn't a new product or a bolted-on chatbot feature," Levin wrote. "Agents are the evolution of the platform we've built and everything we've learned — billions of screened transactions, over ten million investigations, more than a decade of blockchain intelligence — that will work alongside your team."
Levin also pointed to the growing use of AI by criminals as a reason for the tools' urgency. "As bad actors increasingly leverage AI to scale their operations, it's critical that those working to stop them do the same," he wrote.
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