From the essay · What Walmart Understood That the Other 95% Didn't
You don't need Walmart's budget. You need their shape.
Walmart spent two years and five thousand engineers to prove one thing: the companies that win with AI are not the ones with the cleverest model. They are the ones with the clearest architecture. Here is the part you can copy this week, with no budget and no engineers.
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The essay this continues reached 30,000+ operators and AI leaders across the enterprise. This is the part they asked how to copy.
The portable shape
Group your agents by the people they serve, not by the technology. Four constituencies exist in almost every company, whether you sell sneakers, audits, or insurance. Give each one a purpose-built agent that knows its world.
Walmart built exactly four: Sparky for shoppers, My Assistant for associates, Marty for partners and advertisers, WIBEY for developers. Strip the names and you get the shape any company can copy.
Customer
The agent your customers talk to.
Employee
The agent your team works with every day.
Partner
The agent for your suppliers, sellers, and referral sources.
Builder
The agent for the team wiring it all together.
The part to buy, not build
Under those four, run one layer that gives your whole team every leading model with central governance, in the tools they already use. Walmart spent two years building their version of that layer. The data is clear that for the rest of us it should be bought, not built. That is what we build at Swa: every model and the controls to govern it, inside Slack and Teams, live in minutes instead of quarters.
Get the blueprintGet the Walmart blueprint
The four-box framework and the layer underneath it, on a page you can read in two minutes and forward to your team.
- The four-box agent architecture, ready to map to your org
- What Walmart built, what it cost, what it takes to follow
- The layer to buy instead of build, and why
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