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Source AWS Machine Learning Blog aws.amazon.com Company Blog
September 14, 2026 ai_technology enterprise_ai

Automate replenishment with MMF, Databricks Genie, and Amazon Quick

View original on aws.amazon.com

Overview

Foundation models made catalog-wide demand forecasting easy; the hard part is now acting on the forecast. This post builds a closed detect-decide-act loop on Databricks and Amazon Quick that reconciles demand surges against live supplier availability and places replenishment orders unattended, escalating to a human only when no supplier can cover a surge.

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