Trustmi Launches AI Investigation Agent to Combat Sophisticated B2B Payment Fraud

Quick Summary

Trustmi has launched a new AI Investigation Agent to accelerate B2B fraud detection. By connecting evidence across ERPs, emails, and vendor records, the tool enables finance teams to stop sophisticated payment fraud in real time, addressing the growing gap between AI-driven attacks and traditional employee detection methods.

How Does the AI Investigation Agent Solve B2B Fraud?

The AI Investigation Agent addresses the fragmentation of modern corporate data. Fraudsters often exploit the silos between ERP platforms, email communications, and vendor management systems. Trustmi’s new tool utilizes agentic workflows to automatically reconstruct the narrative of a suspicious transaction, reasoning across these different environments to identify anomalies that a human might miss. By the time manual teams connect these signals, funds are often already lost; this agent ensures real-time risk mitigation.

• Cross-system monitoring across email and ERPs.
• Automated evidence connection to build a full fraud story.
• Real-time collaboration tools for finance and security departments.

What New Threats Does Trustmi’s Research Reveal?

Trustmi’s analysis of nearly 600 intent-driven fraud attacks in early 2026 identified two specific emerging tactics. The first, Ghost Executive, involves fabricating internal approvals to make a payment appear pre-authorized. The second, Deadline Deception, uses artificial pressure to bypass standard verification protocols. These tactics are particularly effective because 70% of employees still look for obvious grammatical errors as their primary red flag, a metric rendered obsolete by generative AI tools used by criminals.

• 255 Ghost Executive incidents identified in H1 2026.
• 97 Deadline Deception attacks recorded in the same period.
• 78% employee confidence vs. a high reliance on outdated detection markers.

Why is Cross-System Evidence Critical for Finance Teams?

Traditional security tools often fail because they only see one piece of the puzzle. A fraudulent invoice might look perfect in the ERP system, but the behavioral signals in the preceding email chain or a sudden change in vendor bank details tell a different story. Trustmi’s platform ensures that these behavioral AI signals are unified. This prevents scenarios like the Surfside Beach incident, where it took 45 days to uncover a $545,000 fraudulent vendor payment, by providing immediate visibility into the full attack lifecycle.

FF NEWS TAKE:

Trustmi’s launch of the AI Investigation Agent moves the needle by shifting fraud defense from reactive manual reviews to proactive agentic reasoning. As generative AI makes phishing and invoice fraud indistinguishable from legitimate business, the ability to connect evidence across systems is no longer a luxury - it is a necessity. This tool directly addresses the human-error gap that remains the weakest link in the global payments ecosystem.