Most IDP vendors publish accuracy claims of 95–99%, but those figures reflect performance on the document types their models were trained on. For general enterprise IDP platforms, that means invoices, purchase orders, and forms. For financial institutions processing loan files, financial statements, and compliance documents, real-world accuracy against those specific document types can be materially lower until the platform is trained and configured on your document mix. Finance-native platforms like Uptiq publish 95%+ accuracy specifically for financial documents because that is the population those models were trained and certified on. Always test with your actual worst-case documents, not vendor-provided samples.
