Briefcase AI
The monitoring tool to catch prompt manipulation—for teams running AI agents.
Here's a pattern we keep seeing:
A company deploys a voice agent. Call volume goes up. Dashboards look great. Accuracy sits at 98%. Everyone's happy.
Six months later, margin is down and no one can explain why.
Turns out a vendor figured out that saying "capacity constraints" early in the call got them better rates. They didn't know why it worked. They just knew it worked. So they said it on every call.
1,847 times over three months. $216K in margin loss. Agent accuracy never dipped below 98%.
Standard monitoring watches outputs. We watch inputs—the exact words and patterns that influence agent decisions.
The exploit above? We would have flagged it at call 47.
If this sounds familiar, let's talk.