The Shift From One Model to a Model Stack
Serious AI use stops asking which model is best and starts asking which model is best for this step of the workflow.
Analytical reports, operational frameworks, and research notes from WBA's independent practice.
Serious AI use stops asking which model is best and starts asking which model is best for this step of the workflow.
The real AI question is not which model is best. It is how a team routes, reviews, and operationalizes AI inside actual work.
An experiment in reading public records: pulling 161,000 parcels and 9,147 active LLCs across Jefferson County, NY, surfaced two completely different strategies for accumulating real estate in a small city. One visible. One invisible. Both legal. Both effective.
After running an 83-tool Model Context Protocol server in production, the model is no longer the product. The tools it can reach are. Most organizations are still treating AI as a chat box.