How do you handle thousands of product categories when your team stays the same size?
Decathlon solved this paradox by building a custom agentic workflow system capable of generating large-scale semantics. Then, they took it a step further, redesigning the whole thing to make sure the team could actually use it.
This is the story of a two-phase project: first, the AI automation, then the rollout.