Mash AI
Pharma & Life Sciences Agent−25%

AI Triage Nurse

Right care, right setting, first time.

Checks symptoms, ranks by severity, and points each patient to the right level of care, ER, urgent care, or telehealth, before the queue forms. Your team moves from doing the work to reviewing the exceptions.

AI Triage Nurse−25%
In
  • Live event streams
  • Historical data
  • Policy & rules
agent
Out
  • Exception flags
  • Structured records
  • Drafted communications
Hospital & health-system triage100% audit
0%
Headline result
+0%
Coding speed & accuracy
0 wks
Typical time to live
The problem

Why this work breaks at scale.

Copy, paste, reconcile, repeat, across tools that don't talk. Expensive, inconsistent run to run, and hard to audit later.

With AI Triage Nurse: fewer avoidable ER visits.
Capabilities

What the AI Triage Nurse does for your team.

01

Improves with feedback

Reviewer corrections feed back into evaluation, tightening accuracy on your data over each cycle.

02

Writes a complete audit trail

Every step is timestamped and reversible, giving you 100% coverage for internal review and external audit.

03

Scores and prioritises

Ranks work by risk, value, and urgency so the queue reflects what actually needs attention first.

04

Deterministic where it matters

Regulated or high-stakes steps follow fixed, testable workflows, generative help is reserved for drafting and ideation.

How it works

Triage to discharge, one clinical view.

01

Ingest

Pulls in the relevant records and documents the moment they arrive.

02

Extract & validate

Structures the data and checks it against your rules and reference masters.

03

Decide or draft

Resolves the routine case or prepares a recommendation for review.

04

Post & log

Commits the outcome to your system of record with a full audit trail.

Inputs
  • Live event streams
  • Historical data
  • Policy & rules
  • Reference masters
Outputs
  • Exception flags
  • Structured records
  • Drafted communications
  • Posted transactions
Fits your stack

Deployed into the systems you already run.

No rip-and-replace. The AI Triage Nurse connects to your existing pharma & life sciences tooling and writes back to your system of record.

EpicCernerFHIRICD-10 / CPTVector DBClinical Graph
In production

Deployed for Hospital & health-system triagefewer avoidable ER visits.

See a case study
Questions

The practical details.

No. It removes the low-judgment, repetitive work and routes anything consequential to a person with the context attached, so your team spends time where judgment actually pays off.

A first version typically runs against your own data within weeks, the first agent can be live in as little as 48 hours, with full deployment in two to eight weeks.

It integrates with the pharma & life sciences systems you already run, Epic, Cerner, FHIR and more, with no rip-and-replace.

Yes. You own 100% of the IP, code, and documentation. There is no platform lock-in and the full system transfers to your team.