Pred

Overview

Pred is a multi-tenant predictive maintenance platform designed to monitor equipment, process sensor and device events, generate ML-driven maintenance insights, and notify users when maintenance may be required. The system uses an event-driven microservices architecture with secure tenant isolation, real-time data ingestion, authentication, API gateway routing, and observability.