• The 8 failure patterns that kill supply chain AI pilots after the demo across receiving, dispatch, freight audit, exceptions, finance and back-office workflows
• A practical deployment playbook for making AI agents work across ERP, WMS, TMS, email, PDFs, and supplier/carrier portals, without rip-and-replace
• Example real production use cases and what it actually took to get them live, where humans stay in the loop, and where ROI shows up first
• The 8 questions to ask any vendor or internal team before approving a pilot, so you leave with a Monday-morning checklist, not a product pitch
• Exclusive guides, case studies, and resources for attendees