Kernel Labs develops a lightweight runtime environment purpose-built for robotics and autonomous systems, enabling developers to deploy complex AI models on resource-constrained edge hardware. Incubated through Cicada Innovations at the University of Sydney, the team provides SDKs and infrastructure that simplify the robotics development cycle for manufacturers and logistics operators. They work with major Australian integrators and OEMs deploying systems in warehouses and production lines.