A six-person workforce program ran AI-assisted intake for 90 days. What worked, what didn’t, the actual numbers, and the three things they’d warn another team about before starting.

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Most AI case studies you read are sanitized. The pilot worked. The participants loved it. The metrics moved. We’ll publish field reports differently — here’s the format and why it matters.

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