Off the Record at Manifest: AI Failure Modes in Supply Chain

Most conversations about AI in supply chain avoid the parts that actually decide success or failure.

This is a closed-door, operator-only session to talk candidly about what really breaks once AI leaves the demo:

• IT vs Ops politics
• security and compliance pushback
• pilots that quietly die
• planner trust, auditability, and hallucination risk
• career risk and “safe” buying behavior

No stage talk. No selling. No recordings.
Just honest conversation among people dealing with this in real environments.

What to expect

• A moderated, off-the-record discussion (no slides)
• Real failure patterns from live supply chain teams
• Practical lessons on what stops AI from reaching production — and what actually helps

Food & drinks provided.
Come straight from the show floor.

Who this is for

• VP / Director-level leaders in Supply Chain, Logistics, Fulfillment, or Operations
• Ops + IT leaders responsible for live systems (ERP, WMS, planning tools)
• People accountable for outcomes, not experiments

Capacity is limited. Registration requires approval.

Know what’s Happening Next — before everyone else does.

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Host or Publisher Heizen