Enterprise RAG / AI Agents

Enterprise RAG / AI Agents

  • 1~4B
    Model Size (Parameters)
  • 1~4G
    Memory Usage (RAM)
  • <5s
    Response Latency (On-Device)
  • > 10 tokens/s
    Generation Speed (On-Device)

Our Edge

  • Match 10x larger LLMs in performance for in-domain tasks

  • 100% on-device or on-prem for privacy and compliance

  • Agent ability: Thinks & plans, calls tools (APIs, MCPs), retrieves from local vector / SQL databases

  • Easily adapt to diverse business contexts

  • Support end-to-end voice AI pipeline with Aizip KWS, ASR & TTS