How AI agents evolve from explorers to specialists
The grocery store analogy.
An agent walks into a store, learns the whole place, then progresses from fifth grader to tenth grader to a focused specialist with blinders on — running in, grabbing only what's needed, and running back out.
Citi employees
in the agentic-AI pilot for research and client profiling. WSJ, Sept 2025.
Agents get good at one thing by doing it on repeat — with blinders on.
Three pieces from the last 30 days that reinforce this analogy. Forward to the executive who's still calling it hype.
Anthropic launched 10 pre-built financial agents — agents specialized for one job, just like the grocery-store specialist who knows the wine aisle cold.
Read the original →Citi's 5,000-person pilot of agentic AI for research and client profiling. The Fortune-100 version of the same idea this video walks through.
Read the original →Walmart proved the lesson the hard way: too many narrow agents creates sprawl. Their fix mirrors the analogy — specialized agents that know one store, one cart, one trip.
Read the original →The catalog is free. The live session is where From Aisle to Action gets applied to your specific stuck conversation — built for boards, ELTs, and founder-CEO 1:1s. Half-day, $7,500.