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AI Workflow Architecture for Distribution Enterprises Facing Fragmented Operational Data

Distribution enterprises rarely fail because they lack data. They struggle because inventory, purchasing, sales, logistics, service and finance data live in disconnected systems, creating slow decisions and inconsistent execution. This article outlines a business-first AI workflow architecture that helps enterprise leaders unify operational context, govern AI safely, and deploy practical AI-powered ERP capabilities across Odoo and adjacent systems.