The frontier AI lab Anthropic announced new reporting tools on Wednesday, designed to provide enterprise customers with a more granular understanding of the value derived from their AI token spend. These tools allow managers to view team work, output, costs, and workflow breakdowns over a given date range, offering recommendations for improvement. This initiative aims to demonstrate the return on investment of Anthropic's tools and address a major concern among large customers regarding AI spending effectiveness, particularly as the company prepares for its planned IPO.