Use case · Emergency triage

Triage urgent messages — in seconds.

Detect emergencies and high-severity issues automatically, escalate to the right humans immediately, and never miss a critical moment.

UserSevere chest pain after surgery yesterday.
Sentinel
Triage agent
Online
EMERGENCY · routed
→ On-call MD · paged
8s
The problem

Why it isn't working right now.

emergencies hide in inboxes

Triage by hand at scale always misses some. The ones missed are the ones that matter most.

minutes matter

In healthcare, safety, and crisis contexts, response time isn't a metric — it's the metric.

false positives erode trust

Over-escalation fatigues responders. Triage has to be both sensitive and specific.

How it works

Four steps. No engineering.

1 week
01

Define severity rules

Keywords, intent patterns, customer context — combined into transparent severity scores.

1 week
02

Train on past incidents

Learn from real prior cases — both true positives and false positives.

Live
03

Listen across channels

Chat, email, SMS, social — triage runs on every inbound.

Daily
04

Audit and tune

True positive rate, false positive rate, time-to-escalation — visible.

Example

A critical message, escalated in seconds

Patient sends a post-op message that suggests serious complication. Triage catches it and pages on-call.

Live conversation

A critical message, escalated in seconds

Patient sends a post-op message that suggests serious complication. Triage catches it and pages on-call.

Triage in 8s
Hi — I had the procedure yesterday. Now I'm having severe chest pain and shortness of breath.
SEVERITY: EMERGENCY. Routing to on-call MD immediately. Stay on this chat.
Dr. Lee is being paged now. While we wait: if pain is severe or you can't breathe normally, call 911 immediately. You're at risk for pulmonary embolism post-op.
Should I go to ER?
YES — go to the ER now. Don't drive yourself; call 911 or have someone drive you. Dr. Lee will be reached in transit.
Results
Time to escalation
<10s
from hours
True-positive rate
98%
real emergencies caught
False-positive rate
<3%
tuned over time
Documented audit
100%
every triage logged
What's inside

Built to do the work.

Severity scoring

Transparent multi-signal scoring — keyword, context, history, intent.

Multi-channel paging

Slack, PagerDuty, SMS, phone — right responder, right time.

Audit-grade logging

Every triage decision logged for compliance and review.

Continuous tuning

False positives and missed cases feed back into the model.

Multilingual triage

Severity detection across languages.

Outcome dashboard

Sensitivity, specificity, time-to-escalation — visible to leadership.

Common questions

  • No — it triages severity and routes. Diagnosis is the human's job.

Ready when you are

Never miss the critical message.

14 days · No credit card · Live in 10 minutes

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