We optimize for the first version that can be shown, used, and learned from — not for gold-plated phase 4 roadmaps.
What must the MVP prove? Who uses it? Hardware constraints, software surface, AI must-haves vs nice-to-haves. You leave with a written cut-line, timeline, and budget band.
Electronics bring-up, critical firmware paths, core product flows, or model integration — whatever is most likely to kill the idea if it fails. Weekly demos keep everyone aligned.
Wire cloud, UI, device, and AI together. Harden the happy path. Instrument enough to learn from real use. Polish only what investors or early users will actually touch.
Working artifact, source, BOM where relevant, runbooks, and a recommended next milestone. Optional ongoing support for iteration or pilot hardware runs.
We’ll respond with questions that matter — and a realistic path to a first working version.