Built from the intelligence world.
Pointed at your agents.
CerberusAI was founded out of Harvard and MIT by a naval intelligence officer and an ML engineer from Airbnb, Apple, and Tesla Autopilot. We apply the methods used to track people of interest to the AI agents companies now depend on.
Why intelligence tradecraft.
In intelligence work you never judge someone on a single event. You learn their pattern of life, attribute every action to the person behind it, and notice when their intent changes.
AI agents now act on their own inside companies: reading data, calling tools, taking actions. Most security tools still judge each step in isolation. We saw that the problem agents create is the one intelligence analysts already know how to work, so we built CerberusAI to work it.
The team.

Sarah Casella
Co-Founder & CEO
Naval intelligence officer for 8 years, including U.S. Special Operations Command, where she tracked actors and their intent. Harvard Business School MBA.
LinkedIn
Griff Potrock
Co-Founder & CTO
Senior software and ML engineer, previously at Airbnb, Apple, and Tesla Autopilot. At Airbnb he worked with the Trust and Safety teams. MIT Sloan MBA.
LinkedIn
Grace Nie
How CerberusAI works.
Quiet by default
One signal when it matters, not a queue of alerts to triage.
Your data stays yours
Identities are hashed at the source. Raw personal data never leaves your environment.
We share what we learn
Our field notes on how agents fail and get abused are public, in Tradecraft.
Backed by.

Strategic angel investors




