At eBay, forecasting is always an important function, but it is also complicated. The team have analysts in different countries. Each one used their own models, processes, and ways to interpret data. Over time, what started as small tweaks to fit regional needs had grown into a tangled web of different forecasting approaches. It wasn’t broken, but it also wasn’t as efficient as it could be.

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