Intel · R&D
Designing at the Speed of Cloud
How a lean development team delivered a fully integrated, AI-powered design platform for a sleep apnea device manufacturer — and what the same architecture can do wherever custom, case-specific design is the bottleneck.
<5 minPer case — down from 35–40 min
95–99%Engineered automation target
1,500Cases / designer / month — up from 200
2Person delivery team
Inside the Whitepaper
An eight-page case study of a real client engagement: replacing CAD workstations, dongled licenses, and manual design queues with a single cloud platform — an AI design engine embedded in the portal, human review where it counts, and patient data that never leaves the system.
The structural costs of desktop CAD design workflows — and what eliminating them looks likeHow the AI design engine works: transfer learning from full-mouth restoration models, tuned for real patient populationsThe compounding automation loop: every hard case makes the engine more robustThe lean engagement model — product management, full-stack development, AI engineering, and maintenance from one senior team