This workflow automates the critical but repetitive task of product lifecycle management, directly impacting gross margin. Instead of relying on manual quarterly reviews, specialized agents continuously analyze sales velocity, inventory age, competitor actions, and margin erosion to recommend status changes—from launch to core to end-of-life. The operational upside comes from faster, data-driven decisions that reduce carrying costs for slow-moving stock, prevent revenue leakage from mispriced aging items, and free merchandising teams to focus on strategic assortment planning rather than administrative hygiene.




