Brand Intelligence Case Series
How organizations convert everyday interactions into enterprise intelligence
In-depth case studies that apply the Brand Intelligence framework to companies building intelligence systems across global markets. Each case follows the logic chain: Interactions → Data → Learning → Intelligence → Advantage.
Published Cases
BI-CS-01 · Beauty Retail
Sephora: The Complete Eight-Module Transformation
How a beauty retailer built an intelligence system across every customer touchpoint—community, online store, smart stores, mobile app, and Command Center working as one connected system.
BI-CS-02 · Quick Service Restaurant
KFC China: Intelligent Activation at Scale
Super-app strategy, member ecosystem of 400+ million users, and Command Center orchestration across 10,000+ locations in the world's largest QSR market.
BI-CS-03 · Electric Vehicles
NIO: Community as Competitive Moat
8 million registered members, NIO Houses as social infrastructure, and the most engaged auto community in the world. Social value as a strategic dimension of ULTV.
BI-CS-04 · Retail
Walmart: Enterprise Intelligence at Scale
27% e-commerce growth through AI-powered recommendations, supply chain digitization, Walmart Connect retail media, and omni-domain intelligence spanning physical and digital.
HBP · Web3
STEPN: Preempting a Death Spiral
Tokenized move-to-earn fitness app, dual-token economics, and the governance challenges of Web3 business models. Published by Ivey/Harvard Business Publishing.
How Cases Are Built
Step 1
Framework Lens
Every case begins with a specific Brand Intelligence concept—a module, a flow, a strategic tension—that the company illustrates with unusual clarity.
Step 2
Evidence & Data
Public filings, reported metrics, executive statements, and industry data ground the analysis. Claims are sourced or flagged for verification.
Step 3
Strategic Insight
The case surfaces a decision, trade-off, or outcome that is visible only through the Brand Intelligence lens—something a standard case analysis would miss.
What Leaders Are Doing
The companies in our case series didn't just digitize—they built intelligence systems that compound advantage over time. Here's what distinguishes them from the rest.
Pattern 1
They Completed Both Steps
Digital transformation was the foundation, not the destination. Leaders moved from infrastructure to intelligent activation—connecting modules into a system that learns continuously.
Pattern 2
They Built Private Domains
Rather than renting access from platforms, they invested in brand-owned ecosystems—communities, apps, stores—where first-party data feeds proprietary algorithms.
Pattern 3
They Measured Three Dimensions
Beyond revenue, these companies track social value (advocacy, community engagement) and data value (behavioral intelligence generated)—the full ULTV picture.
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