Where AI actually pays off inside a growing business

There's a lot of noise around AI right now, and most of it doesn't translate into anything a growing business can actually use this quarter.

The use cases that hold up are narrower than the hype: automatically summarising long support threads, flagging invoices that look anomalous before they're paid, and drafting first-pass follow-up emails from CRM activity.

In every case, the pattern is the same: AI removes a specific, repetitive task from someone's day, rather than trying to replace judgement entirely.

The businesses seeing real returns are the ones who picked one workflow, measured the time it saved, and only then expanded to the next one.