How to build a finance foundation for trustworthy AI

The article argues that successful finance AI depends less on model sophistication and more on having a governed, well-contextualized finance operating model underneath it. For CIOs and technology leaders, the implication is that AI value in finance will stall unless IT and finance jointly strengthen data governance, business rules, controls, and cross-functional context so pilots can scale into trustworthy, repeatable capabilities.