Mash AI
Pharma & Life Sciences Agent+40%

AI Medical Coder

ICD-10 and CPT right on the first pass.

ICD-10 and CPT right on the first pass. Turns physician notes into assigned ICD-10 and CPT codes for billing, accurate, auditable, and far quicker than manual review. Every action scored, logged, and reversible.

AI Medical Coder+40%
In
  • System records
  • Policy & rules
  • Third-party feeds
agent
Out
  • Structured records
  • Scored recommendations
  • Posted transactions
Clinical coding & revenue teams100% audit
+0%
Headline result
0%
Avoidable ER visits
0 wks
Typical time to live
The problem

Why this work breaks at scale.

Done by hand, it's slow, error-prone at volume, and gets pricier with every head you add. The bottleneck is the swivel-chair between systems, not effort.

With AI Medical Coder: faster, more accurate coding.
Capabilities

What the AI Medical Coder does for your team.

01

Explains every decision

Each output ships with its reasoning and the source it drew from, so a reviewer can confirm rather than re-derive.

02

Scores and prioritises

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

03

Escalates cleanly

Knows the edge of its competence and hands off without losing a single line of context.

04

Human-in-the-loop by design

Routine cases run end-to-end; anything above your confidence or value threshold is routed to a person with the full context attached.

How it works

Triage to discharge, one clinical view.

01

Listen

Watches the queue, inbox, or event stream for new work to pick up.

02

Analyse

Cross-references each item against policy, history, and live context.

03

Recommend

Surfaces a scored recommendation with the evidence behind it.

04

Hand off

Acts autonomously below threshold; routes to a person above it.

Inputs
  • System records
  • Policy & rules
  • Third-party feeds
  • Email & chat
Outputs
  • Structured records
  • Scored recommendations
  • Posted transactions
  • Exception flags
Fits your stack

Deployed into the systems you already run.

No rip-and-replace. The AI Medical Coder 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 Clinical coding & revenue teamsfaster, more accurate coding.

See a case study
Questions

The practical details.

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

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.

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

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.