Cover image

Plan, Act, Replan: When LLM Agents Run the Aisles

Retail planning usually fails in the hand-off. A sales team sets a target. Inventory planners translate it into stock positions. Procurement checks supplier feasibility. Operations discovers warehouse constraints. Someone exports a spreadsheet, someone else reworks the assumptions, and by the time the plan looks executable, the market has already wandered off with the innocence of a cat near an open laptop. ...

September 8, 2025 · 13 min · Zelina