Every enterprise is bolting AI agents onto Salesforce, Workday, and SAP. The result is a smarter interface on top of a system designed for humans. That is not transformation. Here is what transformation actually requires — and how we did it in three months.

We spent a morning with 30 finance leaders on where they stand with AI. Half were still Excel-driven. A third were already experimenting with Claude on their own. All of them had the same question.