Systems processing sensor and operational datasets for pattern recognition and diagnostics in industrial environments. Manufacturing plants, energy utilities, and logistics operations deploy integrated hardware-software solutions. Vendors supply scalable platforms for real-time performance evaluation and predictive maintenance.