HublerX for Food and Beverage provides a manufacturing operating system designed for food processors, beverage producers, dairy operations, and bakery manufacturers who require recipe management, shelf-life control, FSMA compliance, and demand-driven production planning in a single connected system. Food and beverage manufacturing carries the highest operational and regulatory complexity of any manufacturing sector. Products have short shelf lives, quality failures carry food safety implications, and regulatory requirements from FSMA, HACCP, and retailer audit standards demand rigorous documentation at every stage of production. HublerX embeds these requirements into the operational workflow rather than treating compliance as a separate reporting activity. Recipe management in HublerX maintains product formulations with version control and change approval workflows that prevent unauthorised formula changes from reaching production. Shelf-life rules are enforced automatically at every inventory movement, ensuring that raw materials and finished goods are consumed and dispatched on a FEFO basis. Every production batch is tracked with complete genealogy from incoming raw material lot through every processing step to the outbound shipment, enabling rapid recall response with precise scope identification. FSMA compliance documentation — supplier verification records, environmental monitoring results, sanitation logs, and foreign material control records — is captured through structured workflows and available for regulatory inspection at any time. Demand planning uses AI to incorporate retailer demand signals, promotional uplifts, and seasonal patterns into a production-ready forecast that reduces both stockouts and overproduction waste simultaneously.