AIPC: AI Agent Automates Multi-Stage Edge Model Deployment on Qualcomm AI Runtime

arXiv·medium signal

AIPC presents an agent-driven approach for automating AI model deployment to edge hardware using Qualcomm AI Runtime. The workflow — model conversion, operator compatibility, quantization calibration, runtime integration, and accuracy validation — is typically failure-prone and expertise-dependent. The agent handles the full pipeline with constrained automation, making edge deployment accessible to teams without deep hardware-specific deployment expertise.