Enterprise Agentic AIRetail & EcommerceSupervised
Merchandising agent for markdown and replenishment decisions
Problem. Markdown and replenishment decisions across thousands of SKUs are analyst-bound, so margin leaks on the long tail nobody has time to review.
Agent design. Agents monitor sell-through and inventory position, propose markdown and replenishment actions with rationale, and execute in the planning system once the buyer approves.
Outcome. Every SKU gets a decision, not just the top sellers, with buyers holding the approval.
Acts in. Merchandising / planning · Inventory · Pricing
2–4x faster markdown cycles · 10–20% fewer stockouts · 1–3 points of margin recovered on tail SKUs
Works with
AWS Bedrock