Hardware, firmware, cloud and mobile — scoped, quoted and delivered together, with AI accelerating each stage instead of just the last one.
From concept sketch to a board that survives certification. We design for manufacturability from the first revision, not the fifth.
Code that runs for years on a coin cell, or handles millisecond control loops — matched to what your product actually needs.
The backbone that lets a pilot of ten devices become a fleet of a hundred thousand without a rewrite.
The screen your customer opens every day — fast, reliable, and paired cleanly to the hardware underneath it.
Where it earns its place, not where it makes a good slide.
Compact models running directly on constrained hardware for real-time decisions without a round trip to the cloud.
Telemetry-trained models that flag a failing sensor or battery weeks before it becomes a support ticket.
LLM-powered assistants inside your own app, tuned to your product's data, not a generic chatbot bolted onto a help page.