How does GruntWorx achieve such high levels of accuracy across such a broad range of tax documents?
What I found from a plain reading of their patent information and as confirmed by the Document Imaging Report completed with the Copanion CEO on 10/8/2010 – Copanion utilizes people to verify the accuracy of the OCR. The comment above indicates state-of-the-art machine learning however this is in contrast to their patents as well as published statements from Copanion.
By developing advanced patent-pending technologies, our multi-disciplinary engineering team has solved the problems that have plagued early attempts to automate tax document processing. Our document image processing technology optimizes the quality of real-world document images, including background colors, gray zones, speckles, streaks, rotated pages, etc., without any effort on the part of tax professionals. We use biometric pattern recognition, not simple OCR, to accurately identify each source document fromd thousands of different tax forms. Instead of conventional programming, GruntWorx employs state-of-the-art machine learning that gets smarter the more forms that it processes. Combine all of this together and you have a solution that meets the high levels of accuracy required by the tax profession.
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