Retail Data Readiness: Why Retail & CPG Can’t Scale AI

S2E5 The Truth About Customer Data Silos and What It Takes to Fix Them

In this episode of Data Blades, Ricardo Belmar and Casey Golden sit down with Bruce Richards, Global Industry Strategy & Marketing Lead at Adobe, to unpack the biggest barrier holding back modern marketing: retail data readiness.

Despite massive investments in AI and personalization, most brands still struggle to act on their data in real time. The Adobe & Incisiv State of Customer Experience in Retail and Consumer Goods research reveals a hard truth: customer data silos and fragmented identity systems are preventing retailers and CPG brands from scaling AI in retail marketing.

Bruce breaks down why dashboards create a “maturity illusion,” why identity fragmentation derails customer experience, and what an AI‑ready data foundation actually looks like. From unified profiles to real‑time behavioral signals to built‑in governance, this episode gives leaders a practical roadmap for fixing the data layer before scaling AI.

You’ll also hear how retailers and CPGs face opposite data challenges, why culture change matters more than tech, and how experimentation and agentic workflows will reshape the future of marketing.

What You’ll Learn

• Why retail data readiness is the #1 blocker to AI‑driven customer experience
• How customer data silos create inconsistent journeys and wasted spend
• Why most brands overestimate their maturity, and how to close the activation gap
• What an AI‑ready data foundation requires (unified profiles, real‑time signals, governance, activation)
• How retailers and CPGs face opposite data problems, and how each can solve them
• Why shifting from intuition‑first to evidence‑first decision making is essential
• How experimentation culture accelerates learning and improves AI in retail marketing
• The role of GenAI and agentic workflows in scaling personalization

Resource Links
State of Personalized Experience in Consumer Goods in an AI-Driven World - Report
https://business.adobe.com/resources/sdk/state-of-cx-consumer-goods.html
State of Customer Experience in Retail in an AI-Driven World - Report
https://business.adobe.com/resources/sdk/state-of-cx-retail.html

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