Finance can confirm your inventory value is accurate. Only a planner can tell you whether it is real, whether it will convert at the margin, timing, and speed the business is counting on.

AI will make inventory planning faster. It will not make a weak commitment better. For scaling brands, the danger is adding speed before adding discipline.

The most expensive inventory commitments are the confident ones no one challenged. Why the biggest buys deserve one hard question before the capital is gone.

The buyer and the founder see two different businesses. The space between them is the upside.