AI Agent Development & Engineering · Dubai · Sharjah · UAE · 01 / Industries

Healthcare

Documentation and triage, with sign-off.

THE GROUND

Clinical documentation, triage support and patient correspondence, built where an audit trail and a human sign-off are not optional.

Clinical teams do not lose their day to diagnosis. They lose it to writing the day down — notes, letters, referrals, codes — and to reading it back when someone asks why a decision was made. The constraint here is not accuracy on its own; it is accountability. A system that cannot show its working, or that cannot be corrected by the clinician who signs it, is not usable in a clinic however well it scores.

WHAT GETS IN THE WAY

Where the work stalls.

The documentation load

Notes, letters and coding are written after hours, by the most expensive people in the building, from memory that is already fading.

Triage under pressure

Referrals and inbound requests arrive faster than they can be read, so urgency is judged by arrival order rather than by content.

Proving the decision

Every output has to be attributable months later — which record it came from, which clinician approved it, and what it said before the edit.

WHAT WE BUILD

Built for this sector.

Assisted clinical notesA structured draft from the consultation, in the clinician's own template, presented for correction and sign-off rather than filed automatically.

Referral triage and routingInbound referrals read, categorised and ordered by urgency, with the sentences that drove the decision shown beside it.

Patient correspondenceLetters and follow-ups drafted from the record, in the tone the practice already uses, held until a human releases them.

Records retrievalA question answered from the patient's own history, with every claim linked back to the note it came from.

MEASURED

What it changed.

Figures from the projects on this page, as reported by the teams running them.

42%

Something measured

60%

Less time on notes

100%

Clinician sign-off

40%

Fewer re-routes

01 / Selected work

In this sector.

All work

Project test-partial-mu5gu1zy-e

INTEGRATION
TESTS

Clinical Notes Assistant

SPEECH
LLM
HEALTHCARE

Triage Routing for a Clinic Group

ML
WORKFLOW

Project test-en-only-mu5nvv4v-9

INTEGRATION
TESTS

Project test-en-only-mu5hidhw-9

INTEGRATION
TESTS

Project test-en-only-mu5gufta-9

INTEGRATION
TESTS

Project test-publish-mu5fyf0v-b

INTEGRATION
TESTS

Project test-en-only-mu5fydax-9

INTEGRATION
TESTS

Project test-en-only-mu5b7y9d-9

INTEGRATION
TESTS

02 / Other sectors

Tell us what your sector makes expensive.

Send us the problem, not a brief. The people who would do the work are the ones who read it.

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