AI that helps the merchant.
Demand forecasting, merchandising support, customer-facing assistants, and operations tooling — calibrated to the speed at which retail decisions actually have to happen.
Six practical patterns for retail.
- 01
Merchant assistants
Buy-plan support, vendor scorecards, and assortment review with explicit data lineage.
- 02
Demand forecasting
Forecasting tooling for SKU-level demand, with backtest harnesses and override workflows.
- 03
Customer assistants
Product discovery, support, and order assistants that respect privacy and disclosure rules.
- 04
Marketing operations
Campaign brief drafting, creative review, and copy refresh against brand guidelines.
- 05
Operations and store ops
Shift planning support, exception summarization, and field-team communication.
- 06
Catalog and content
Product description drafting, attribute extraction, and catalog quality monitoring.
What we know about your world.
Federal and state consumer-protection rules including the FTC's developing posture on AI claims and personalization.
PCI DSS for any system touching payment data, and state-level privacy frameworks (CCPA/CPRA, etc.) for personalization.
ADA and accessibility expectations on customer-facing systems, including the assistive-technology compatibility requirements.