What AI use cases actually delivered real value inside a company?
An engineer at a large firm asks which AI use cases worked in practice, not as demos. The pattern that keeps winning is boring, high-volume, low-judgment work: a daily reporting digest people actually read, and a searchable memory of past projects. Automate tasks with a repeatable shape where a mistake costs a correction; keep humans in the loop for judgment about people or money.