Argu turns passive CCTV cameras into proactive Agents. We don’t just detect objects - we enable customers to interact with and program their environment through natural language. Backed by a16z, our R&D team faces a massive technical challenge: translating free-form LLM intent into highly optimized, deterministic computer vision tracking pipelines that can run on deeply constrained edge hardware (NVIDIA Jetson, embedded GPUs) at 30+ FPS.