Generative Intelligence For Devices
Describe. Design. Verify. Build.
Generative Device Development
Work with specialized AI agents across the device development lifecycle — capturing requirements, architecting and verifying systems against a digital twin, sourcing real parts, and generating firmware. The result is a complete build package — BOM, wiring, assembly steps, and a compliance roll-up — ready for PCB layout and physical build.
- Specifications.
- Requirements, constraints, and design goals captured from a plain English description of your device.
- Systems.
- Architecture designed with real components in mind — subsystems, interfaces, and power topology validated against live distributor data.
- Parts.
- Off-the-shelf components selected from live distributor stock — pricing, availability, and compatibility verified.
- Integration.
- Wiring, pinouts, power distribution, and physical connections mapped — conflicts caught and resolved upstream.
- Software.
- Firmware generated across Arduino, ESP-IDF, Zephyr, and native PlatformIO — then handed off to Operate for live testing in the twin.
- Test.
- Test plans, acceptance criteria, and certification protocols — functional, environmental, safety, and lifecycle coverage.
- Compliance.
- Regulatory filings, IP analysis, export control, and the certification dossier — synthesized across your spec, parts, and software stack.
- Operate.
- Run your device's twin in a sandbox — exercise scenarios, integrate with the external systems your device will work with, capture operational telemetry before committing to physical build.
- Build.
- Final BOM with sourcing links, step-by-step assembly guide, and pre-flight checklist.