CerberusAI checks what AI agents do against their assigned tasks
An AI agent summarizing invoices might legitimately read a finance database. But what if the same agent then reaches for credentials and attempts to send data elsewhere? CerberusAI offers security software built around that distinction: it monitors agents' actions in the context of the tasks they were given. The company is targeting security teams at established businesses and AI-native companies whose products handle customer data. Its pitch is that checking permissions alone may miss a suspicious sequence of individually permitted actions.
Looking at the sequence
CerberusAI says its software builds a baseline for each agent, recording the tools and data it normally uses and comparing later actions with its assigned task. It assembles model and tool calls into a record that a security team can examine.
In the company's invoice illustration, a credentials lookup followed by an external transfer is treated differently from the earlier database access. It is an example of the product's intended reasoning, not a reported attack or customer result.
A sequence that looks ordinary one step at a time could become more useful to a security team when viewed against the job the agent was given. That context is CerberusAI's proposed reason for customers to add monitoring to their existing controls.
A response chosen by the customer
The company describes several ways to receive activity data: telemetry exports, enterprise compliance interfaces and gateways that sit in the path of model and tool traffic. CerberusAI says its gateway route requires no code changes.