Chainalysis launches AI agents to expand blockchain analytics capabilities

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Eugene Komchuk

01.04.2026

Chainalysis launches AI agents to expand blockchain analytics capabilities — Chainalysis investigations reach a new level

Chainalysis has announced the launch of blockchain intelligence agents — specialized AI agents designed for blockchain analysis. The new tools are aimed at law enforcement, banks, and crypto companies that need to investigate suspicious transactions.

According to the company’s official website, these are autonomous systems trained on Chainalysis’ proprietary dataset, built over more than a decade. CEO Jonathan Levin emphasized that this is not a standalone chatbot or an add-on feature, but the next stage in the platform’s evolution. He noted that the agents are powered by billions of screened transactions, over 10 million investigations, and years of industry expertise.

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According to Chainalysis, the agents can operate in two modes. The first follows a deterministic workflow, where the same inputs always produce the same outcome. The second is exploratory, offering more flexibility for complex cases. In both modes, the system generates an audit trail — a detailed record of what data was used, how decisions were made, and what actions were taken.

Levin added that Chainalysis already understands the context of different types of investigations, the compliance requirements clients face, and how blockchain transactions actually work. This, he said, allows the company to build tools that work alongside professionals rather than replace them.

When the company’s AI agents will launch

A full rollout of the new solutions is planned for this summer. During the testing phase, Chainalysis has already used agents for open-source intelligence gathering, tracking complex investigations across multiple blockchains, and generating alerts. The agents can also build web applications and produce summary reports, similar to general-purpose AI systems.

Chainalysis believes this move is necessary as bad actors increasingly use artificial intelligence to scale their operations. As a result, the company argues that those combating cybercrime and financial misconduct — both of which are rapidly growing — must also adopt AI tools.

A new level of blockchain analytics

Chainalysis has long held a strong position in blockchain analytics. For years, the company has developed tools that track the movement of funds, identify suspicious wallets, and reconstruct transaction flows. Its solutions are used not only by crypto companies and banks, but also by government agencies, including law enforcement and regulators investigating fraud, money laundering, and other crypto-related crimes.

Now, however, Chainalysis is taking this work to the next level. Against the backdrop of rapid AI development, the company is moving from traditional analytics tools to a system of intelligent agents capable of automating parts of investigations and processing large volumes of on-chain data more efficiently. In essence, Chainalysis is betting that in the new environment, it is no longer enough to simply collect and analyze data — it must be done faster, deeper, and at much greater scale.

It is worth noting that as early as last year, Chainalysis warned that criminals would increasingly rely on artificial intelligence.

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