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HealthcareAutomation

PharmaTrack

Pharma distributor, UAE

Key outcome100% compliance coverage
100%
Regulatory sources monitored
<4h
Detection-to-notification time
0
Compliance misses since deployment
The challenge

What needed
solving

A pharmaceutical distribution company operating in the UAE was relying on a compliance officer to manually monitor updates from the Ministry of Health, MOHAP circulars, and international regulatory bodies. The volume of regulatory publications — often in both Arabic and English — made comprehensive monitoring practically impossible for a single person. Two instances of delayed compliance response in 18 months had resulted in costly product holds.

The solution

What we built

We built an automated regulatory intelligence monitor that scrapes and indexes publications from MOHAP, WHO, EMA, and three other regulatory sources on a 4-hourly cycle. AI extracts the key change, affected product categories, effective date, and required action. Relevant changes are automatically classified by impact level and routed to the appropriate compliance team member with a plain-English summary and original source link. A compliance log is maintained for audit purposes.

Tech stack
PythonClaude APIPostgreSQLn8nResendPlaywright
Category
HealthcareAutomation
Results

The numbers

Concrete, measurable outcomes delivered in production.

100%
Regulatory sources monitored
<4h
Detection-to-notification time
0
Compliance misses since deployment
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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07:36 PM