Build Smarter Solutions with Precision & Passion

Cybersecurity threats increasingly operate at the hardware and firmware layers, where conventional software-based mechanisms lack visibility and control. Axon Labs designs hardware-centric cybersecurity architectures that embed trust, monitoring, and intelligence directly within cyber-physical systems. Our scope covers attack surface mapping, secure boot architecture, key management, threat modeling, and embedded security testing.

Industrial IoT environments present a distinct security challenge: devices operate in resource-constrained, often isolated conditions across extended product lifecycles under real-time operational demands. Axon Labs engineers secure device architectures for IoT and IIoT deployments, integrating lifecycle security frameworks, low-power operation requirements, edge computing intelligence, and protocol-level protection.

The integration of artificial intelligence into embedded systems demands engineering rigor that goes beyond standard AI development. Models must operate within strict compute, memory, and power constraints while remaining secure against adversarial inputs. Axon Labs develops embedded AI architectures that bring intelligent decision-making to the device edge — for anomaly detection, predictive maintenance, condition monitoring, and autonomous response.