Insights

Field notes from the work.

Short essays, playbooks, and patterns we keep seeing across AI rollouts in Middle Tennessee SMBs. New writing lands here roughly every other week.

What 95% of stalled AI projects have in common

The thing that kills most AI projects isn't the model, the vendor, or the budget. It's the order of operations.

Franklin, Nashville, and the surrounding region have a specific shape that rewards a practitioner approach over a vendor one.

Day-by-day checklist: what to buy, who to train first, what to measure, and where rollouts usually break.

One useful piece every two weeks. No spam, no AI-generated thought leadership.

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