Why You Need Transparent A.I. for Document Processing

by Jesse Spencer | December 24, 2019

The greatest demand for transparent A.I. is driven by ethics, privacy, and security. But in the world of intelligent document processing, a new requirement has surfaced that will make or break existing software investments.

The traditional way of solving specific industry problems with software is what's at fault. The modern enterprise, with new digital transformation goals, and access to more powerful technology than ever before, needs a new way of looking at software.

Cross-Functional Interoperability

Gone are the days of expensive, niche solutions that were built to only do one thing. Think about Microsoft Excel or Google Sheets. Who uses these? Everyone. All business units regardless of outcome use spreadsheets. It wouldn't make much sense to have a spreadsheet solution for accounting, and a separate one for operations, and yet another for delivery. Spreadsheets naturally offer cross-functional interoperability. Everyone uses them, and every other software application accepts their data for an input.

The problem with document processing solutions is that they've either been around for a really long time, or they only solve limited problems. Most were born out of the era of expensive content management systems when solutions like Box didn't exist. They've fully ceased to innovate or offer anything new to modern business.

The new requirement is for document processing solutions to become more like spreadsheets - able to process any kind of document, extract any data element, and integrate with any other data source.

Transparent A.I. is a key functionality necessary to make this possible. Imagine trying to process a check in a software designed to process leases? Or discovering that the information you want from a document is mysteriously unavailable? Or wanting to process invoices with an "A.I." solution that can only process contracts.

The reason transparency is key is because it provides an understanding of how underlying OCR, machine learning, and computer vision algorithms are functioning. If you can see exactly why a particular document isn't being recognized for what it is, adjust the learning models and extraction engines to achieve any result.

A new innovation in the world of intelligent document processing would be a software that can be used in any department, with any line of business or analytics software to deliver any business outcome.

You deserve transparent A.I. - truly intelligent document processing.

 



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