
How it works
How it works
Edge AI vision is where teams get stuck — devices, NPU, alerts, AX. We take the brief through something that runs and can be handed off.
How we work
Brief, build, prove — then hand off or keep going
Prototype, product path, or AX help on low-power / NPU stacks. Timing follows scope; we do not sell a fixed week count.
Consult
Align on the outcome: what must run, where it runs (edge, NPU, phone), and who needs to see it work.
Define
Lock sensors, compute, and software shape before we build. Feasibility and timing come from your brief — not a template.
Prototype
Stand up a path on real inputs you can demo. Stage / AX pieces only when the job needs them.
Validate
Prove it where it matters, hand off, or continue into product when that is the goal.