OpsFlow AI is an intelligent operational management platform designed for physical service businesses, such as hotels, restaurants, and retail stores. Inspired by the concept of an “immune system for software,” it uses a combination of AI, IoT sensors, and existing infrastructure integration (e.g., HVAC, POS systems) to provide real-time monitoring and predictive analytics for physical operations. It identifies potential equipment failures, optimizes energy consumption, analyzes customer flow patterns to suggest optimal staffing, and flags operational inefficiencies, allowing businesses to proactively address issues, reduce downtime, and enhance customer experience. This leverages “Physical AI” principles to bring automation and reliability to real-world environments.