Use Cases
Who Watches The Agents?
If agents touch your product, your money, or your customers, their behavior is production infrastructure.
These teams feel it first.
Agent builders & startups
You ship an agent, not a model. Know the day a provider swap, a fine-tune,
or a prompt edit changes what your customers are actually talking to.
Support & CX automation
Support personalities drift quietly; tone, escalation habits, tool
choices. Catch the shift before the CSAT graph does.
Coding agents & dev tools
Runaway write access, new tool habits, sudden error storms. Behavioral
alarms on the agents that can touch your codebase.
Fintech, legal & compliance
When an agent's posture changes in a regulated workflow, you need a
signed record: what changed, when, and who approved it.
Security & red teams
Prompt injection is a behavioral event before it is a forensic one. Get
the alarm while the blast radius is still one agent.
Platforms & consultancies
Offer behavioral assurance as a feature. One API key per customer agent;
every threshold self-calibrates. No tuning farm required.
If your industry runs on agents and isn't listed: it will be.