One Order, Five Boxes: How AI Order Management Cut It to Two

Deck Commerce CEO Chris Deck on AI order orchestration, the missing execution layer, and why order management drives growth.

One online order. Five boxes. One customer. Chris Deck, Founder and CEO of Deck Commerce, ran a couple weeks of an apparel brand's inventory and sales data through an AI order management simulation and found that order could ship in two boxes. Split shipments dropped by 3X, and four zones came off the shipping distance.

Recorded live and in-person at RetailClub AI Festival in Huntington Beach, this episode of Data Blades points AI at the part of retail that rarely makes the keynote: AI order management. Ricardo Belmar and Casey Golden talk with Chris about how AI order orchestration starts with a human in the middle, why B2B and DTC teams now share the same meetings, where brands get stuck when they ask an ERP to run modern commerce, and what Black Friday scale requires from every system around the order.

What you'll learn in this episode.
• How an AI simulation on a couple weeks of order data found 3X fewer split shipments and four fewer shipping zones, with results in about a week.
• Why Chris calls that tool version one of agentic order orchestration, and why a person still approves the changes.
• Why B2B teams still working in EDI, spreadsheets, and fax are studying how DTC order management works.
• What the "execution layer" is, and why systems of record like ERP and WMS make a poor stand-in.
• What Black Friday scale demands: finance close, loyalty updates, payment capture, and real-time order status, all in sync.
• Why a "where's my order?" chatbot treats the symptom only.
• The four-part case Chris makes for order management as "the engine of growth for the next wave of commerce" (jump to 18:18).

Support Our Sponsor.
Deck Commerce. https://www.deckcommerce.com/
Deck Commerce helps growing brands solve what happens after the buy button.
As order volume, channels, inventory, and fulfillment networks get more complex, Deck provides the intelligent orchestration layer that connects it all, helping brands make smarter order and fulfillment decisions, automate operations, and deliver a better customer experience at scale.

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