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HealthcareAI

MedRecord AI

Healthcare provider, UAE

Key outcomeProcessing time cut 80%
80%
Processing time reduction
<15min
Document-to-clinician time
0
Mis-routed documents in 6 months
The challenge

What needed
solving

A UAE private healthcare provider was receiving 150+ patient documents per day — referral letters, lab results, imaging reports, discharge summaries — all arriving via email, fax-to-PDF, and patient portal upload. Admin staff were manually reading each document, identifying its type, extracting patient identifiers, and forwarding to the relevant clinical department. The process consumed 4 full-time admin staff and created an average 2-hour delay from receipt to clinical team visibility.

The solution

What we built

We built a document intelligence pipeline that intercepts every incoming document regardless of source. A vision-capable AI classifies the document type, extracts patient name, ID number, referring clinician, and clinical priority indicators. A routing rules engine maps the document type and department flag to the correct clinical inbox and sends a structured notification to the team. Documents requiring urgent attention are flagged with a priority indicator. Full audit trail maintained for compliance.

Tech stack
GPT-4o VisionPythonAWS S3PostgreSQLn8nResend
Category
HealthcareAI
Results

The numbers

Concrete, measurable outcomes delivered in production.

80%
Processing time reduction
<15min
Document-to-clinician time
0
Mis-routed documents in 6 months
How we work

From brief to production

01

Discovery & scoping

We map the problem, understand the existing stack, and write a fixed-price proposal. No surprises.

1–3 DAYS
02

Build & weekly demos

You see working software every week. Feedback is incorporated immediately — not at the end.

2–6 WEEKS
03

Testing & QA

Every integration is stress-tested before go-live. Edge cases handled, fallbacks in place.

3–5 DAYS
04

Go live & handover

Full documentation, team training, monitoring setup, and 30-day post-launch support.

1 WEEK

Build something similar?

Book a free 30-minute call. We'll assess your situation and tell you exactly what we'd build — and what it would cost.

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