Generative design assistant — Medical devices
Generative models proposing CAD variants under engineering constraints. Delivered for a medical devices client in Hazira.
- Location
- Hazira
- Year
- 2026
- Duration
- 6 weeks
- Team
- 10 engineers
- 24×
- design iterations
- −21%
- mass
- 4.3
- weeks saved
The challenge
Data existed but lived in spreadsheets and legacy systems, so decisions were made on instinct rather than evidence.
What we built
Built in our Motera lab, validated on a replica rig, then commissioned on site in days using PyTorch and Fusion 360.
Delivery timeline
Phase 1
Discovery sprint and site survey
Phase 2
Prototype built and tested in the Motera lab
Phase 3
Pilot on site with before/after measurement
Phase 4
Scale-out, training and handover
Highlights
- Runs on-premises; no data leaves the site unless agreed
- Integrated with existing PLC, ERP or GIS systems — no rip-and-replace
- Operator training delivered in Gujarati, Hindi and English
- Documentation, drawings and source handed over at close
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