Why fragmented architecture weakens every improvement
If integrations silently fail, customer IDs drift, product data is incomplete, permissions are loose, or reports disagree, AI may expose unreliable information. We trace these dependencies across order placement, production, fulfillment, and delivery and establish who maintains the records and handles failures. Useful AI in daily operations is the goal. Supply Chain Digital Transformation connects these systems, records, people, and processes; the Roadmap sequences the changes and employee practice needed to reach it.
