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.

About The Host:
Heizen is an AI-native software delivery team helping enterprise supply chain teams build and deploy production-ready workflows inside their environment.
Learn more about us here.