AI in Finance Has Evolved. Most Teams Haven’t.

Lessons from putting AI into real finance operations

Over the past couple of years, nearly every finance team has experimented with AI in some form. For many, the first experience looked something like this: paste a document into ChatGPT, ask it to extract key fields, then copy the output into a spreadsheet or journal entry template.

That moment is genuinely impressive. The model reads the document correct…