Chainalysis announced a new suite of “blockchain intelligence agents” — AI-powered tools the company says behave less like generic language models and more like an experienced analyst working at machine speed. The company unveiled the agents Tuesday at its Chainalysis Links conference in New York and said they are designed to strengthen investigative capabilities and scale compliance operations.
Chainalysis plans a phased rollout over the summer, initially targeting workflows used for investigations and regulatory compliance. “We’re starting where we know we can have the most impact: investigations and compliance,” co-founder and CEO Jonathan Levin wrote on the company blog, adding that as bad actors adopt AI to increase their scale, defenders must do the same.
The agents are intended to help analysts trace transactions, surface connections across on-chain data, run audits and accelerate intelligence-gathering tasks that normally require manual analysis. Chainalysis said it has already applied the agents in early development to support investigations and produce operational intelligence.
The move follows similar launches from other firms in the blockchain analytics sector. Notably, TRM Labs recently introduced its own “AI investigative assistants” aimed at tracing funds, supporting crypto-crime probes and automating audit work.
Chainalysis has emphasized the operational need for these tools amid evolving threats. Earlier this year the firm reported that ransomware incidents rose 50% in 2025, even as ransom payments tied to those attacks fell about 8% year over year, from $892 million in 2024 to $820 million in 2025.
The company says the agents will be rolled out in stages so customers can integrate them into existing investigative and compliance processes. As AI capabilities are added to both malicious and defensive toolsets, analytics providers are positioning specialized models and workflows to help law enforcement, compliance teams and financial institutions keep pace.
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