A supply plan can balance perfectly on a screen and still create a mess at the dock. This episode of The Warehouse Reality Check looks at the gap between supply chain planning and physical execution—where carrier capacity, warehouse labor, dock space, trailer limits, and receiving constraints determine whether the plan can actually work.

The conversation follows that failure downstream: shipment spikes force transportation teams into higher-cost capacity, receiving sites get overloaded, inventory sits in trailers instead of reaching customers, and warehouse teams absorb the problem through overtime, rework, and manual workarounds. Over time, those fixes become part of the operating model and create what we call planning debt.

We also break down The Dock Test, a practical way to evaluate whether a replenishment or distribution plan is executable before it is released. For supply chain leaders evaluating planning technology, the question is not only whether the system improves demand or supply planning accuracy. It is whether it can account for real network constraints, balance inventory across distribution centers, reduce transportation cost, improve OTIF, and make the plan more resilient when conditions change.

The goal is a planning process that connects demand, supply, inventory, transportation, and warehouse execution instead of optimizing each one in isolation.

Read more about Born at the Dock and closing the planning-to-execution gap:
https://provisionai.com/born-at-the-dock/

A technology rollout can be on time, on budget, and technically successful—and still fail if the people using it do not trust it.

In this episode of The Warehouse Reality Check, Rick McDonald draws on his experience leading digital transformation at Clorox to discuss what actually determines whether new supply chain technology gets adopted. The conversation covers why companies should start with a business problem rather than a technology solution, how leaders build trust before implementation, and why training alone is not enough to change the way people work.

Rick shares a particularly telling lesson from Clorox: a new planning system went live on time and on budget, yet planners soon returned to their Excel spreadsheets because they did not trust the system’s recommendations. The experience changed how the organization approached adoption, communication, and change management.

The discussion also addresses the growing role of AI in supply chain decision-making. Technology can process complexity, recognize patterns, and evaluate scenarios at a scale people cannot, but human judgment remains essential when decisions involve context, ethics, priorities, and trade-offs. For Rick, successful transformation comes down to bringing together the right mindset, skill set, and tool set, then measuring whether the technology is actually being used and delivering the promised business results.

Learn more about ProvisionAI:
https://provisionai.com/

Supply chain truth shows up at the dock, where replenishment plans meet the physical limits of the network.

In this episode of The Warehouse Reality Check, we trace the thinking behind Born at the Dock, starting with a mixed-case loading problem at Procter & Gamble in 1992 and the operational questions that came from it.

The episode looks at planning debt: the cost created when shipment spikes, capacity limits, and unrealistic replenishment plans are pushed downstream for operations to solve. That can mean overtime, rework, detention, carrier changes, and premium freight.

We also break down The Dock Test, a practical way to check whether a replenishment plan can actually move through the network, and how transportation smoothing and load optimization can help create shipments that are legal, damage-free, repeatable, and ready for execution.

Read the Born at the Dock manifesto:
https://provisionai.com/born-at-the-dock/