Edge Computing

Edge Deployment

Bring intelligence to the source. Deploy optimized AI models directly to IoT devices, mobile phones, and local servers using our advanced quantization pipeline.

Model Quantization

Compress large models (Llama-3, Mistral) into INT8/INT4 formats with <1% accuracy loss for deployment on consumer hardware.

Edge Node Management

Centralized dashboard to manage thousands of edge nodes (IoT, Mobile, Local Servers). Deploy updates and monitor health in real-time.

Offline Inference

Run sophisticated AI agents completely offline. Zero latency, guaranteed privacy, and no internet connection required.

Model Conversion

One-click conversion pipeline to export PyTorch models to ONNX, TensorRT, TFLite, and CoreML for maximum hardware compatibility.

Quantization Pipeline

FP32 Model

16 GB

Original Size

INT4 Model

2 GB

8x Compression