Rigid systems, fragmented data, and complex integrations slow finance down. Most AI tools weren’t built for the high-stakes environment finance operates in, which requires 100% accuracy 100% of the time. And many are narrow point solutions—disconnected from the controls, approvals, and workflows that govern how finance organizations actually operate. A revenue recognition error, a missed approval, or an inaccurate cost allocation can all result in restatements and significant public reputational damage, eroding investor trust.