Robotics Software: From Prototype to Fleet

A prototype proves physics; a fleet proves economics. Between the two sits a software stack most robotics companies underestimate: device management, telemetry, remote diagnostics, and simulation-driven regression testing.

This paper maps the fleet-readiness milestones we use with clients, and the failure modes that show up at 10, 100, and 1,000 units.