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.

22M+

User-side validations run from real residential devices.

70+

Countries covered on real home ISPs.

Residential coverage68 countries · Real home ISPs
Argentina
Australia
Austria
Bangladesh
Belgium
Benin
Botswana
Brazil
Canada
Chile
China
Colombia
Côte d'Ivoire
Cyprus
Czechia
Ecuador
Egypt
Ethiopia
Finland
France
Georgia
Germany
Ghana
Hong Kong
India
Indonesia
Ireland
Italy
Japan
Kazakhstan
Kenya
Latvia
Lithuania
Madagascar
Malaysia
Malta
Morocco
Mozambique
Netherlands
New Zealand
Nigeria
Norway
Pakistan
Philippines
Poland
Romania
Rwanda
Senegal
Singapore
South Africa
South Korea
South Sudan
Spain
Sri Lanka
Sweden
Switzerland
Taiwan
Tanzania
Thailand
Togo
Tunisia
Turkey
Ukraine
United Arab Emirates
United Kingdom
United States
Zambia
Zimbabwe

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.

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.

Audit bundle ready for clinical governance review.

Sample artifact

Frequently asked

QuestionAnswer
Does this require PHI access?No. Validations use synthetic clinical scenarios. We never see real patient data.
Can we use our own clinical rubric?Yes. Quality Score is computed from the rubric you define, reviewed quarterly with our team.
How do you handle BAA?We sign a BAA on enterprise plans and operate under HIPAA-compliant infrastructure with annual SOC 2 Type II attestation.
What about asynchronous agents?We support async agents, WebSocket sessions, and local tunnels for VPC-only deployments.

Validate clinical agents the way you validate clinical devices.

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