Retail AI has a data problem: Here’s how to fix it

**Executive summary:** The article argues that agentic commerce (AI agents acting on shoppers' behalf) will grow substantially but will fail unless retailers build a unified, real-time data foundation—covering cross-channel identity resolution, accurate product and inventory synchronization, and consolidated customer and operational context—because fragmented data undermines AI-driven recommendations, fulfillment promises, and customer trust.