JUN 02, 2026
AI Adoption Starts with Workflow, Not Models
Companies keep asking which model to use. The better question is which workflow to rebuild — the model is the easy part.
PLACEHOLDER POST — replace with real writing before launch.
Every stalled AI initiative I've seen failed the same way: it started with the technology and went looking for a problem.
The adoption that sticks starts from the other end. Map the workflows where your team spends its hours, score them for AI leverage — high volume, clear inputs, verifiable outputs — and rebuild the top candidates as agentic workflows with evaluation built in. Pick the model last. It's the most replaceable part of the stack.