Building AI-Native Operations in Retail
Personalization, demand forecasting, and customer-service agents are already running on AI inside the world's leading retailers. Here's where the value is proven, where regulators are drawing lines, and where to start.
The customer just changed how they shop
Generative-AI traffic to retail sites grew 4,700% in a year and 38% of consumers already shop with AI — while legacy merchandising still runs on last season’s spreadsheets.
AI only widens the gap: bolted onto siloed channel systems, it automates yesterday’s funnel. Built on governed, real-time customer and inventory data, it compounds instead.
Most retailers are still stuck in pilot mode
Nearly every retailer is buying AI — 97% plan to increase spend — but only 7% of organizations call their AI fully scaled, and mid-size retailers scale at barely half the rate of the giants. What separates the four operators above isn't model access; it's that they redesigned the underlying workflow instead of bolting AI onto the existing one.
The AI Executive in Retail & Consumer Program
A live, practical, highly personalized six-week program preparing a new breed of AI-native leaders in retail and consumer. During the program you build a fundable, governed AI-native initiative from your own organization — personalization, forecasting, service automation, or content operations — designed, evidenced, and governed on our AI Transformation OS, and validated by the World AI Council.
Between sessions: one-on-one coaching on your initiative, whenever you need it.
Built for those ready to become AI-native leaders in retail & consumer.
Leaders join from across the business — merchandising, e-commerce, marketing, supply chain, technology. Fully personalized: you build a real, executable initiative in your own organization.
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Every stage builds toward one capstone: your AI initiative.
Week by week you step into a more senior AI role, and each stage adds a deliverable to your capstone — the initiative you'll present to the World AI Council. Tap a stage to explore it.
Real initiatives, built by leaders in consumer businesses.
95% of AI pilots never reach the P&L. These did — built in the Accelerator by leaders in customer operations, brand content, and consumer products.
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Run by experts who know retail. Backed by a council.
Delivered by operators who run real AI transformation engagements with retailers, consumer brands, and their supply chains — using validated frameworks that turn adoption into results.
Loved by AI-native leaders.
Executives, consultants, and founders from 12+ sectors — on what changed after six weeks.
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Lead the transformation. Don't report to it.
Six weeks from now, you present a council-validated AI initiative — and carry the credential to lead what comes next.
One payment. Everything included — the full six weeks, coaching, council review, and certification.
The same program and certification — spread over three monthly payments.
Retailers are already running on AI
These aren't pilots — they're production systems with measured, reported results.
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Bring the case to your leadership team.
A free executive brief on the personalization, forecasting, and margin forces pushing retailers to govern AI now — the market data, the ROI evidence, and the use cases already shipping results.
Built to forward. Share it with your CMO, VP of Merchandising, or board to build the case — not just to read it yourself.
Rethinking Retail in the Age of AI
A leadership brief on the gap between AI adoption and scaled deployment in retail.
Questions, answered.
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Bring one real challenge.
Leave with an AI initiative
you can act on.
Whether you're leading your own AI initiative, advising clients, or scaling AI across an enterprise — we'll help you move from interest to an evidence-based, executable, fundable, governed AI business case that's ready for implementation.