Supply chains don't fail from a lack of data — they fail because decisions can't keep pace with execution.

At every level, those decisions are being made against data that's already stale — moving in sequence, waiting on approvals, while execution moves on without them. The gap between what's happening in your network and how your business responds is where margin, service, and competitive advantage are gained or lost.

That architecture can now be fundamentally re-imagined. Routine decisions handled automatically. Human judgment reserved for the calls that actually require it. Planning and execution no longer a linear process, but a continuous, parallel system.

In this candid discussion, supply chain leaders share how this shift is already happening — and what it takes to get there.

What you’ll take away:

• The blueprint for a closed-loop planning + execution operating model
• Where decision automation delivers the fastest wins (allocation, re-promising, expedites, substitutions, constraint changes)
• How to implement safely: roles, approvals, thresholds, auditability, and KPIs
• A practical adoption path from visibility > recommendations > guided actions > increasing autonomy