The need for a data science approach where machine learning is applied to cognitive capture starts with high quality input data. Find out why.
Magic of Machine Learning Applied to Automation: Are We There Yet?
The automation industry is on year-3 of its infatuation with everything machine learning and ‘unparalleled accuracy’ claims, what’s changed?
IDP: Machine Learning and the Training Required for Reliable Results
No machine learning to-date works with zero training, but advances to reduce the training required for reliable results are underway. Details here.
Understanding Complex Data via Context in Key Factors Driving New IDP
This new IDP article covers a major automation trend necessary for the claims submission-to-payment reconciliation process.
Key Factors Significantly Impacting IDP Adoption – Factor 2: Ability to Learn and Improve
This week is a deep-dive into the second factor, which addresses how modern IDP software can learn and improve—different solutions tackle the problem in different ways—some better than others.
New Machine Learning Software Solves the Most Difficult Healthcare Claims Processing Problems
Bridging the gap between healthcare today and healthcare tomorrow requires machine learning. Find out how ML solves healthcare claims processing problems.
Automation: Why Templates Are the Best and Worst Solution
In automation, using that most derided approach—the template—can be useful, but it has its limitations with the best and worst discussed here.
Templates vs. the Alternative. Which is better for Intelligent Capture?
Explore if and when templates are useful in Intelligent Capture and how machine learning is used for highly variable documents or unstructured documents.
Intelligent Capture & Coffee: Answers to What Everyone Asked
Enterprises created a work-from-anywhere environment and events went exclusively online so when we attended intelligent capture webinars, many of us had the same questions, answered here.
Predicting Data Types for Intelligent Document Processing Software
How to configure your Intelligent Document Processing (IDP) software so it does what you want it to by leveraging truly intelligent capture.
Is There Machine Learning That Does NOT Require Training?
Is there such a thing as machine learning that does NOT require training on sample data? The answer is “sort of” – find out why here.
Making the Case for Automation
Every organization with complex processes can benefit from automation by automating manual processes to reduce effort, but how do you do that for core processes?