DualEntry’s CFO unveils insights from testing 19 AI models on 101 accounting tasks to evaluate their accuracy and efficiency. The results, he writes, “should concern CFOs buying into the hype.”

DualEntry’s CFO has revealed benchmark results showing the best AI model achieves only 79.2% accuracy on real accounting workflows, failing one in five tasks. While AI adoption in accounting and tax is accelerating, experts stress that governance ...

Stanford's 2026 AI Index: frontier models fail one in three attempts, lab transparency is declining, and benchmarks are saturating faster than they're replaced.

AI systems are only as good as the data they are built on. In most industrial environments, that data comes from historical records or imperfect real-time signals. These datasets are typically collected under relatively stable conditions. They reflect what has already happened, not necessarily what is happening now.