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Cloud-based digital twin platform designed for food and beverage manufacturing industries that integrates with existing industrial equipment using standard communication protocols to collect real-time data without requiring hardware changes. It features data acquisition capabilities, automated process detection, production benchmarking, and KPI tracking that enables facilities to identify bottlenecks and optimize operations. The system creates digital copies of repeatable processes such as batch operations, packaging, and cleaning procedures, allowing for analysis and improvement. Indeex transforms raw equipment data into actionable insights while monitoring production stages in real time.