Edge AI means inference happens where the data is born — on the camera, the robot or a box in your server room. No video uploads, no per-frame cloud bills, no privacy compromise. CatchupGroup designs and builds edge AI systems that run fast and stay private.
What we build
- Edge inference boxes: Raspberry Pi, Orange Pi, NVIDIA Jetson and compact GPU hosts sized to your camera count and frame rates
- Private AI servers: on-prem LLMs and assistants with Ollama, alongside your vision workloads
- Model work: selection, quantisation and TensorRT optimisation for your accuracy and latency targets
- Power and thermal design: the unglamorous engineering that keeps AI running 24/7
- Remote monitoring: model health, drift and hardware status in one view
Why on-prem
- Latency: detections in milliseconds, not round trips
- Privacy: POPIA-sensitive footage never leaves your network
- Cost: no per-frame or per-minute cloud pricing as you scale
- Resilience: keeps working through link failures and loadshedding with UPS or solar
Start with an Edge AI Vision Kit — a working detection system in days — or scope a private AI server with us.