AI · 引入实践
Don't Buy the Algorithm Yet: Clean Up These Three Data Types First
Last year a 3PL in Ontario called me in as a consultant. They wanted AI demand forecasting, the vendor demo looked slick, and the contract was practically signed. I spent two days on site and told the owner the first thing when I got back: spend this money now and it's gone. Not because the algorithm was bad — but because out of their 20,000-plus SKUs, more than 4,000 didn't even have barcodes on them. Pickers identified product from memory. No algorithm on earth can forecast the part of your inventory that lives in someone's head.
2026-10-05
