Retail discovery questions
A concise discovery framework for retailers starts by probing inventory placement and whether transportation is being used to mask planning misses, then moves to how often freight decisions are triggered by late signals. (investing.com, youtube.com) Example starter questions include: “Where is inventory sitting longer than planned?” and “What percent of your premium freight is really a visibility problem upstream?” (youtube.com)
A retailer can look busy and still be flying blind. The giveaway is often a truck: when inventory is in the wrong building, companies pay for faster freight to fix a planning mistake after the fact. (census.gov, uberfreight.com) That is the backdrop for a simple set of discovery questions now showing up in retail supply chain conversations. The first question is not “How much inventory do you have,” but “Where is it sitting longer than planned?” because location changes cost just as much as quantity. (youtube.com, snapl.com) The timing makes sense. U.S. wholesale inventories rose 0.8% in February 2026, the biggest monthly increase since January 2025, after a 0.3% drop in January. (investing.com, jack1065.com) More stock in the system does not automatically mean better service. The U.S. Census Bureau says wholesale inventories are a key input into gross domestic product, but operators care about a different question: whether the right item is close enough to demand to avoid a last-minute scramble. (census.gov, census.gov) That is why premium freight is such a useful clue. If a retailer keeps paying for expedited moves, the problem may not be transportation at all; it may be that supplier delays, production slowdowns, or inventory bottlenecks were invisible upstream until shelves were already at risk. (youtube.com, uberfreight.com) One sharp discovery question gets right to that point: what percent of premium freight is really a visibility problem upstream. That question separates a carrier-cost complaint from a signal-timing problem, because late information and late trucks create the same fire drill. (youtube.com, insticologistics.com) The next question is about triggers. How often are freight decisions being made only after a late purchase order, a missed supplier milestone, or a demand spike that showed up too late in a disconnected system. (youtube.com, uberfreight.com) That matters because many retail teams still work across separate warehouse management systems, enterprise resource planning systems, and supplier portals. When those systems do not share a clean signal, planners see the problem after inventory has already landed in the wrong node or missed the right one. (folio3.com, uberfreight.com) So the best discovery framework is blunt on purpose. Ask where inventory is aging, ask which expedited shipments were avoidable, and ask which “transportation problems” actually started days earlier in planning or supplier execution. (youtube.com, census.gov) If the answers keep tracing back to late signals, then the retailer does not have a freight problem first. It has a visibility problem that is being paid for one emergency shipment at a time. (youtube.com, uberfreight.com)
