A cascade of AI agents for a dental clinic — with 20 disposable computers

Revenue reports, document generation, competitor monitoring and image processing — agents running in disposable sandboxes, isolated per task.

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Why this matters

Most AI projects fail not because the model is wrong but because the workflow was never owned end-to-end. Pick one workflow. Ship it. Measure it. Then move.

"If a pilot can't reach production in a week, the scope is wrong — not the tech."

What we did

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