Where AI Actually Helped Our Team
Boring wins beat flashy demos. The biggest wins from AI were not dramatic. They were boring. Structure and Consistency AI helped most with: consistent formatting predictable layouts standard language repeatable patterns Things humans are bad at doing repeatedly. That alone improved quality. Humans are inconsistent at boring tasks. We get tired. We forget details. We take shortcuts when deadlines loom. We apply standards differently depending on mood or urgency. AI does not have these problems. It applies rules mechanically and consistently. If you tell it to format all documentation with the same structure, it does. Every time. Without fatigue or shortcuts. ...