Patient-safety-grade monitoring for clinical and triage agents.

We ask your clinical and triage agents the questions your patients ask, from the regions they actually call from. And we flag the moment guidance drifts away from your clinical policy.

Patient-safety-grade monitoring for clinical and triage agents.

User-side validation isn't theory.We've been running it.

Live infrastructure
8k+

Agents continuously monitored across the global network.

18M+

USER-SIDE VALIDATIONS

30+

Countries covered

What breaks today

Why clinical agents need behavioral validation, not pings

01

An 'up' agent gave wrong triage guidance.

Your symptom checker returns 'monitor at home' to a presentation that should escalate. The endpoint was healthy. The answer was harmful.

02

You cannot prove what the agent said last Tuesday.

A patient incident report references a conversation from last week. Reconstructing the exact response, in the exact region, is a multi-day forensic exercise.

03

Drift between model versions changed clinical tone.

An overnight provider update softened the agent's escalation language. Your evals passed. Your nurse-line caught it the next morning.

Outside-in validation

We test what patients actually receive, not what your traces say.

Validations come from residential exits, behave like real patients, and are scored by a clinical evaluation rubric you control.

  • No PHI in validation payloads
  • Clinical rubric per agent
  • Region-specific symptom variants
We test what patients actually receive, not what your traces say.
Quality Score

A single number that maps to your clinical risk policy.

Quality Score combines correctness, escalation accuracy, tone, and latency. Drops below threshold open an incident automatically.

  • Configurable threshold per agent
  • Linked to PagerDuty and ServiceNow
  • Replayable validation evidence
Audit bundle

Reconstructable history of every answer your agent gave.

Every validation is signed, time-stamped, and stored. Pull a 90-day bundle for any agent in one click, formatted for HIPAA and HITRUST review.

  • 7-year immutable retention
  • Signed JSON + PDF
  • Per-region and per-agent rollups
Reconstructable history of every answer your agent gave.
How a pilot runs

From first validation to signed report in two weeks

Step 01

Connect

Point Agent Status at the user-facing surface of your agent. No SDK, no instrumentation. Average setup is under five minutes.

Step 02

Watch

Live verdicts stream in from every region you serve. Drift and latency alerts route to PagerDuty or Slack, with a signed report on every run.

Evidence on delivery

Audit bundle ready for clinical governance review.

Sample artifact

Sample: 30-day clinical conformance export

Questions we hear most

Frequently asked

Validate clinical agents the way you validate clinical devices.

Spin up a validation in under five minutes. No credit card. First 100 runs free.