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·5 min read·Adam Roozen

The e-commerce inflection point, then and now

The AI moment rhymes with the e-commerce revolution. Most leaders don't see it yet.

In 2004, I joined Walmart as a programmer analyst. The company was three years past the dot-com crash, and most large retailers were still figuring out whether the internet was a real sales channel or an expensive experiment.

It was both. But the uncertainty didn't mean the opportunity wasn't real. It meant you had to build before you had proof.

We're in the confusion period of the AI inflection right now. The land-grab is starting, and the window to establish structural advantage is shorter than it was in e-commerce.

What the moment looked like from inside

The uncertainty was real. Nobody had a proven playbook. You had to build the capability, define the metrics, train the organization, and convince skeptical executives, all at the same time. The technical layer was actually the easy part. The hard part was changing how the organization thought about digital.

The AI moment rhymes

Every major technology inflection has the same basic shape. A period of genuine confusion. Then a land-grab where early movers establish structural advantage. Then a consolidation where it becomes table stakes. We're in the confusion period right now. The land-grab is beginning.

What's different this time

The pace is faster. The capability is more broadly applicable across functions. And the gap between organizations that act deliberately and those that don't is compressing. The window to establish structural advantage is shorter than it was in e-commerce.

What I learned at Sam's Club

When I became Head of E-Commerce Marketing, I inherited a channel that represented a fraction of total revenue but was already influencing the majority of buying decisions. The value wasn't in the channel itself. It was in the data, the customer relationships, and the organizational capabilities we were building. Those assets compounded. The same dynamic applies to AI.

If you're a CEO or an executive, the question isn't whether to adopt AI. That question was settled a year ago. The question is whether you're building the organizational capabilities and data infrastructure that'll let AI create durable advantage, or whether you're just running pilots.

Written by

Adam Roozen

Strategic Advisor. AI Strategy, Digital Commerce, Technology Transformation

Nearly 30 years of operating experience · Walmart · Sam's Club · Echidna

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