Turn a working robotics prototype into integrated, testable and manufacturable hardware — from architecture and custom electronics through EVT, DVT, PVT, pilot production and scale.
Robotics teams often prove the core software and autonomy with development boards, off-the-shelf cameras, USB peripherals, external radios and temporary power systems. Production requires those pieces to become a defined hardware architecture with stable interfaces, test criteria, sourcing and repeatable assembly.
Define the embedded compute and controller architecture for the target product.
Integrate cameras, microphones, IMUs, environmental sensors and audio hardware.
Architect Wi-Fi, BLE, Ethernet, USB or cellular connections for the product.
Implement firmware, device state, OTA, APIs and integration with the robotics software stack.
Move from development boards to custom production electronics with defined power architecture.
Coordinate the embedded hardware with mechanical interfaces within the agreed scope.
Prove electronics, firmware and mechanical interfaces work together.
Verify the production-intent design against product requirements and required testing/certification scope.
Prove the factory process, production tooling, test flow and quality controls can build the design repeatedly.
Timing and unit counts vary by project scope and product complexity.
Robotics prototyping is the process of building and validating an early physical system so a team can test the core electronics, sensors, compute, firmware and software interfaces before committing to production-intent design.
A proof of concept proves a technical idea. An engineering prototype starts integrating the components, interfaces and form factor in a way that can be measured against product requirements and refined toward production.
Yes. A common starting point is a working robotics or AI prototype that already demonstrates the software. GMIC can review the embedded architecture and define the path toward integrated electronics, firmware, validation and manufacturing.
Usually not. Production hardware typically passes through additional engineering and validation stages such as EVT, DVT, PVT and a pilot build before full scale.
Share the current architecture, interfaces, target environment and expected volume. We can help identify what has to change before the hardware is ready for pilot and production.
Review Your Prototype