Two lines: AI soft/hardware integration, and SaaS product development. Each has clear scenarios and deliverables.
Connect models, devices, and field systems into something you can run.
Scope note
Work from a verifiable integration scope and pass / fail criteria — no brochure accuracy claims, invent client logos, or unmeasured availability promises.
From requirements to a subscribable product you can operate.
Scope note
Work from a deliverable product scope and milestones — no unmeasured SLA promises and no invent client walls.