Auto-Ops is an AI-driven Action Agent that analyzes unstructured business data, predicts operational risks, and automatically generates executable business actions with human approval. Designed to reduce administrative friction for SMEs, Sentinel-Ops integrates a React frontend, a Spring Boot orchestration backend, and Python-based AI services.