Edge AI Deployment Platform

One-click edge AI model deployment to 50k+ global edge points-of-presence: ONNX/TensorRT/GGUF model package, auto-scaling inference, A/B model rollout, cold-warm-cache tiering, and robust offline-first sync for disconnected sites.

• One-click deploy ONNX/TensorRT/GGUF model to global edge PoPs
• Cold-warm model cache tiers reduce first-inference latency by 80%+
• A/B model rollout: blue-green promotion of new model versions with traffic splitting
• Offline-first sync buffer: 24 h message queue for disconnected branch-store sites
• Hardware-accelerated inference: works on Jetson, Coral TPU, RK3588 edge hardware

• Inference latency <50ms for retail and industrial edge use cases vs. 300+ ms round-trip to cloud
• Model version rollover in 30 s vs. hours of cloud-deployment pipeline wrangle
• Offline-first operation means edge store shelf-price updates stay synced even with 2 d of fibre cut