As illicit crypto volumes reached a staggering $158 billion in 2025, the window for intervening in financial crime has narrowed to near zero. To address this, TRM Labs has announced the launch of Co-Case Agent, an AI-powered investigative assistant embedded directly into its flagship TRM Forensics platform.
The tool is designed to act as a force multiplier for investigators, allowing a single analyst to operate with the efficiency of an entire team by automating complex tracing and auditing tasks through natural language prompts.
Closing the “Intervention Gap”
The primary challenge for modern law enforcement and compliance teams is the sheer speed of AI-enabled scams, which grew by 500% year-over-year in 2025. Autonomous criminal networks can now move and obscure funds across multiple blockchains in seconds, often off-ramping illicit proceeds before a manual investigation even begins.
Co-Case Agent addresses this “intervention gap” by:
- Instant tracing: Translating natural language queries into complex fund-flow visualizations in seconds.
- Parallel processing: Allowing every investigator to have a dedicated AI agent running on every case simultaneously, ensuring no lead remains unexamined due to resource constraints.
- On-demand graph audits: Automatically verifying the accuracy of investigative graphs to ensure they align with TRM’s attribution data.
The “Glass-Box” philosophy: Auditability over automation
In high-stakes legal proceedings and Suspicious Activity Report (SAR) filings, speed cannot come at the expense of auditability. TRM Labs has built Co-Case Agent on a “glass-box” philosophy, ensuring that the AI augments rather than replaces human expertise.
Key safeguards for the platform include:
- Immutable audit logs: Every interaction, prompt, and recommendation is recorded, providing a complete trail for court exhibits or regulatory examinations.
- Traceable intelligence: Every suggestion made by the agent is linked back to the underlying blockchain data and TRM’s proprietary attribution models.
- Human-centric control: The agent does not rewrite graphs or issue independent conclusions; it surfaces intelligence and executes actions solely at the direction of the investigator.
2026: The era of defensive AI
The launch marks a transition in the industry where defensive AI is becoming the standard for combating sophisticated digital threats. By giving investigators of all experience levels access to institutional-grade intelligence, TRM Labs is attempting to level the playing field against criminal organizations that are increasingly using generative AI for fraud and evasion.
According to Esteban Castaño, Co-Founder and CEO of TRM Labs, the right insight at the right moment is the difference between a stalled investigation and a successful recovery. By automating the mechanical aspects of tracing, investigators can focus their expertise on high-level strategy and judgment.
Availability and Integration
Co-Case Agent became available on March 25, 2026, to all TRM Forensics customers at no additional cost. The rollout will continue with additional capabilities released on a rolling basis, further embedding AI into the daily workflows of crypto businesses, national security agencies, and financial institutions worldwide.
To learn more, visit www.trmlabs.com.
