AGENT 06 / 11 · RETAIL & E-COMMERCE · MERCHANDISING & PRICING

Assortment Optimization Agent

Screens every SKU in a category against velocity and margin thresholds to recommend what earns its shelf space and what should be cut.

READS FROMPOS sales history, planogram / shelf data

MCP SERVERRetail Data Server

MODELRouted to reasoning-tier open model

HANDS OFF TOOverstock & Markdown Planner, Vendor Performance Analyst

RUN THE AGENT

Set your thresholds, screen the category

This demo screens a sample 10-SKU category — adjust the velocity and margin thresholds and the agent reclassifies every SKU instantly.

Minimum weekly velocity 8 u/wk

Minimum gross margin 25%

Decision rule

—

SKUs screened

—

Recommended keeps

—

Recommended cuts

—

Freed shelf space

SKU	Velocity	Margin	Decision

HOW IT WORKS

1. Pull performance data	Reads trailing sales velocity and gross margin for every SKU in the category from POS and shelf data.
2. Apply thresholds	Screens each SKU against the chosen minimum velocity and margin bars.
3. Classify	Flags each SKU as Keep or Cut based on the selected decision rule.
4. Hand off	Sends confirmed cuts to the Overstock & Markdown Planner to clear remaining stock, and flags chronic underperformers to the Vendor Performance Analyst.