I’ve worked with companies doing $1B+ in revenue with a 2-person fraud team

In many businesses, fraud isn’t a priority until it becomes one.

Things run smoothly, losses are low, and the system works well enough. So the team stays small, the setup stays basic, and fraud gets handled reactively.

The pattern tends to change when volume increases, new markets are added, payment flows become more complex — and suddenly, the existing setup starts to break.

What makes it challenging is that the problem shows up as more false positives, slower decisions, and less clarity on what’s actually happening. At that point, adding more people doesn’t solve it.

The issue usually is unclear logic, fragmented data, and systems that grew without structure.

I’ve seen small teams operate very effectively and large teams struggle with the same problems. The difference is usually not the size of the team. It’s whether the system they’re working with is clear, measurable, and built around the right signals.

Fraud doesn’t scale in a straight line — and neither should the way you manage it.