This year’s innovation honorees in finance and personal finance demonstrate how quickly companies around the world are using AI to build products and features that simplify life for their customers.

Key insight: Ramp connected petabyte-scale unstructured customer data to enterprise LLMs. What's at stake: Misclassification risks could trigger litigation, regulatory scrutiny and reputational damage ...