Sensor front-end
Noise floor, sampling strategy, and analog path integrity before software tries to “fix” a weak chain.
Case study · Representative program — details anonymized
Edge sensing node — signal, silicon, enclosure
A compact sensing and compute platform balancing signal quality, power, RF coexistence, and a form factor that still assembles cleanly.
Sensing products fail at the seams.
Between the sensor, the MCU, the radio, and the plastic is where most programs lose months. We treat those seams as the product — not as integration leftovers.
Program outcomes
- Sensing + compute architecture sized to the enclosure and power envelope from the start.
- Firmware architecture structured for bring-up, calibration, and field update paths.
- Edge intelligence scoped to what the silicon can sustain continuously.
System trades
The decisions that lock the schedule.
Compute class
MCU/SoC selection against always-on duty cycle, memory for models, and headroom for security features.
Wireless coexistence
Antenna and stack choices made with the enclosure materials and duty cycle in the room — not after.
Serviceability
Debug access, secure provisioning, and OTA paths designed so fleet reality does not become a recall.
Need this level of engineering ownership on your program?
Tell us the system, the constraints, and the decision you need next. We will tell you honestly whether Axon Labs is the right engineering partner — and at which phase to start.