Senior thinking on finance systems.

Most integration failures aren't caused by bad code — they're caused by assumptions that held during testing but quietly broke in production. Here's what to watch for.

When something breaks between systems, every party has a plausible explanation for why it's someone else's problem. The cost of that gap is real — and it's usually borne by finance.

AP automation is one of the highest-ROI investments a finance team can make — and one of the most common sources of integration failures. The difference is usually in how you handle the exceptions.

Bad vendor records, inconsistent cost centers, duplicate supplier IDs — master data problems don't announce themselves. They just make everything downstream slightly, persistently wrong.

The question finance teams face most often isn't which system to buy — it's what to do with the systems they already have. Here's a framework for making that decision clearly.

Reliability isn't the same as uptime. An integration can run every day and still be unreliable. Here's what actually matters — and how to know if you have it.

The instinct when something is broken is often to replace it. Sometimes that's right. More often, a targeted rescue is faster, cheaper, and less disruptive — if you know what you're looking at.

Most finance dashboards show outputs — balances, totals, variances. What they rarely show is whether the processes producing those outputs are working correctly. That's the visibility gap that matters.