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01 / MEDTECH INTELLIGENCE

MedTech Intelligence

From signals to insight: one workspace for medical-device intelligence.

The problem

Medical-device updates arrive from multiple sources with varying relevance and importance. This project explores organizing them for screening and review instead of following disconnected lists.

Who is it for?

Medical-device monitoring, regulatory affairs and safety teams, and analysts following medical technology. Source verification and decisions about action remain with the specialist.

Intended value

A clearer watchlist, less duplication and prioritization that helps reviewers decide where to start. Demo scores are illustrative, not validated risk assessments.

A scenario you can try now

1. Choose a monitoring track

Select Safety & recalls in the watchlist to narrow the sample results.

2. Inspect a signal

Open a signal title to read its details and note the illustrative priority score.

3. Prepare the review

Export the displayed results to CSV or explore the sample distribution. Real use requires consulting the source before taking action.

MAG / MEDTECHInteractive preview
A showcase based on the project’s features, with an interface adapted for MAG and fictional data. It is not connected to live records; changes reset when the page reloads.

Watchlist

5Sample signals
3Priority 80+
4Categories
5Filtered results
Fictional signals — not actual alerts
SignalCategoryPriority
DEMO-01Safety & recalls95/100
DEMO-02Regulatory updates82/100
DEMO-03Cybersecurity90/100
DEMO-04AI & SaMD73/100
DEMO-05Regulatory updates68/100

CURRENT PROJECT FEATURES

What does it do?

Focused monitoring

Collect regulatory and technology signals tied to medical devices.

Scope & deduplication

Exclude out-of-scope content and reduce duplication.

Classification & priority

Organize signals by type, track, priority and confidence.

Review & reporting

Review exclusions, source coverage, reports and CSV exports.

Available now and what comes next

In this preview

Search and filter five fictional signals, view details and category distribution, and export results. This page does not perform live monitoring or send actual alerts.

The original project and its development path

A development platform with safety, regulatory, cybersecurity, software, technology, reporting and exclusion-review pages. Live collection requires deploying the independent application and verifying the quality of monitoring results.

Working on a similar challenge?

Start with the problem, intended users and desired outcome, then define a suitable prototype scope. The button opens a draft in your email app for you to review and send.

Discuss a similar project ↗

contact@maghrawi.com