How do retailers and supply chains use AI agents?
Retailers and supply chains use AI agents to catch a problem while there is still time to act. Pulse reads every store's sales, stock and returns and gives each manager the day's one move. Tempo builds Sense Asia's fulfillment plan from ERP and legacy exports and flags orders at risk. People approve.
What the agents look for
Pulse looks for the gap between what the system believes and what the floor sells: the size that ran out mid-week, and ghost stock, where the screen says twelve and the shelf has none. Tempo checks each order's target date against stock, material arrival and capacity.
Pulse, Fashion Retail
Pulse reads the real numbers of every store in a retail chain, finds the shelf that is empty while the system says it is full, and puts the day's one move in front of each manager. The screen says twelve in stock; the shelf has none. A return filed wrong, a theft, a miscount. The stock looks healthy, so nothing is reordered, and the size is dead without anyone deciding it. It hands each manager a short list: the size to reorder now, the ghost stock to count, the slow item to move. One decision with the reason behind it, instead of a dashboard no one opens.
Tempo, Sense Asia
Tempo builds Sense Asia's fulfillment plan from ERP and legacy exports, flags the orders at risk of a missed date, and puts the plan in front of a planner. Each order is a constraint check across three moving quantities: its target date against stock, material arrival and capacity. The planner approves every plan that goes out. The agent does not release one alone, and the client is not ready to remove that step. Planners kept opening their old spreadsheet first, even when the agent was right. Seminars and one-to-one sessions fixed that, not a change to the agent.
Questions
Does the agent reorder stock on its own?
No. Pulse proposes the move and the manager decides. Nothing is reordered on its own.
Does a plan go out without a planner?
No. At Sense Asia the planner approves every plan that goes out.
What blocks adoption?
At Sense Asia the blocker was habit. Planners kept opening their old spreadsheet first, and seminars and one-to-one sessions fixed that with no change to the agent.
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