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Using AI in Operations Without the Hype
Targeted places AI reduces labor—document intake, search, and classification—and where rules-first automation is still better.
6 min read
Models help when the input is messy text or images and the output is a structured field. They hurt when the policy is fixed law or finance rules—encode those as logic.
Always keep a human checkpoint for high-stakes decisions until accuracy is proven on your own data.
Ship smallest: one queue, one outcome, measurable defect rate. Expand only when monitoring shows stability.