Topic
Machine-learning and generative AI tools used in corporate finance for planning, forecasting, and decision support, aimed at CFOs and FP&A teams.
FERF's survey of 116 finance executives found that at 36% of their organizations, senior staff spend 31% to 50% of their time fixing data by hand. Those are the people who would have to install the AI tools 53% of the firms plan to fund heavily, while only 10% of firms invest aggressively in retraining.
Reality
AWS's pricing team turned an 18-tab Excel model for evaluating customer deals into a chatbot, finance chief John Felton told Fortune. It gives pricing staff a plain-language way to question that model inside a $169 billion annualized business.
Reality
Finance teams spend 26% of their working week verifying or correcting AI output, Datarails found in a survey of 270 CFOs. The study counts that labour and the budget overruns but not the hours AI saves, so the case that checking eats the savings is unproven.
Reality
Anthropic's Claude leads finance teams' AI use at 41% in a CFO Connect poll of 215 senior finance staff, where 67% now use AI. Finance-built AI tools are competing with AI features added to the software those teams already run.
Reality
Bank of America added AI peer benchmarking to CashPro, a platform that processed 213 million payments in the first half of 2026. The bank says clients want such tools to free staff from manual work, not to restructure teams, so the firmest number is its payment volume.
Reality
Neo led Sapien at a $180 million valuation with no round size attached, so the figure worth weighing is the $12 million of margin that changed sign inside one Carlex division, on evidence the seller supplied.
Reality