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Kim Brothers
All work

A Malaysian clinic

AI X-ray analysis for clinics

Clinic software that annotates X-rays and detects landmarks with AI.

  • Konva.js canvas
  • Vision AI
app / imaging
  • Landmarks
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  • Detecting…

Illustrative screen. No client data shown.

The challenge

Clinicians marked landmarks on each X-ray by hand before they could measure anything.

Analysis took time at the chair, and reports were assembled separately afterwards.

What we built

  • A browser-based annotation canvas for X-rays, with measuring and labelling tools.
  • AI landmark detection that places points for the clinician to review and adjust.
  • Reports generated from the confirmed landmarks.

How AI is used

Vision AI marks the landmarks first. Every correction a clinician makes feeds a data flywheel, so the model improves with use.

Result

Clinicians review and confirm instead of starting from a blank image, and the report comes out of the same screen.

Measuring

Minutes per X-ray analysis, before vs after

Stack

  • Konva.js canvas
  • Vision AI

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More work

app / billing

Invoices this month

128

Usage vs limit

38%

  • INV-0404Generated
  • INV-0403Sent
  • INV-0402Paid
  • INV-0401Paid

Billing automation platform

Invoices, top-ups and usage limits run themselves.

Measuring

Hours saved on billing per month

app / orders

Orders

24 active this week

  • #2041Active
  • #2042Installing
  • #2043Verified
  • #2044New
Ask the assistant about an order…Planned

Order portal for a telco reseller

Order management for a broadband reseller, with an embedded AI assistant (planned).

Measuring

Orders processed per admin per day