Why this blog exists

Fraud and financial crime work raises questions that rarely fit neatly into a product demo or a project plan. Over the years, I kept returning to the same ideas in conversations with customers and colleagues. I first thought about writing them down in 2019, and after putting it off for a while, this blog is where those conversations finally have a home.

Many years at an analytics company with a broad technology foundation, focused exclusively on fraud, have let me work across a wide range of customer environments - organizations of different sizes, maturity levels, and priorities. Most of my experience is in banking, but I've also worked on projects across healthcare, insurance, government and, to a lesser extent, telecommunications. That range taught me how much context matters: what works in one organization may need a very different approach in another.

What I want to share is the practical knowledge that comes from years of hands-on work - the kind that is hard to gain without real projects, real constraints, and living with the results of decisions. The goal is simple: help people entering the field, broaden the conversation for those already in it, and make a complex subject easier to navigate.