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What AI actually does for retail inventory management (and what it still can't)
AI helps retailers stock smarter and waste less. Most of what gets written about AI in retail inventory reads like it was written by someone who has never had to recount a 4,000-SKU backroom because the system said 12 units and the shelf said 0. So let me try to be more useful than that. The honest answer is that AI earns its keep in three places. First, demand forecasting. A decent model watching 18 months of sales history, seasonal spikes, and local event calendars will cat
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Inventory Accuracy for Manufacturers: Start in the Warehouse
A plant manager I spoke with last year had the same story I've heard a dozen times. Inventory accuracy sitting around 74%. Excess stock piling up in rack locations nobody was reviewing. Production line stoppages because the system said a component was on hand and it wasn't. His IT team was pushing for a new ERP. His CFO was pushing back. Meanwhile, the warehouse kept running the same broken cycle count process it had been running for three years. The problem wasn't the softwa
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food distribution
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