The need for a data science approach where machine learning is applied to cognitive capture starts with high quality input data. Find out why.
Beware of Impostors: How to Tell If It’s Really Cognitive Capture
Here are some guideposts that are useful in evaluating the authenticity of an AI capture product – whether it’s really cognitive capture.
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.
Dramatically Minimize Human Intervention – Key Factors Driving IDP
Key factors driving IDP adoption involve data science and specifically the confidence score that is arguably the most important factor involved with any decision to adopt IDP.
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.
Key Factors Driving New “Intelligent Document Processing”
Modern IDP software enables the automation of processes due to key factors including the ability to work in suboptimal conditions discussed here.
2021 Trends for Healthcare Insurance: Interoperability and Data Mining
2021 trends for healthcare insurance explored here including how to mine the wealth of medical data and interoperability using Intelligent Document Processing.
Investment in “Smart” OCR Is a Must-do for Mortgage Lenders in 2021
Loan file review is critical in the loan process with the automation of file sorting, extracting and verifying of data taking on new urgency. Discover why here.
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.
No Easy Button, But We Are Getting Closer
There’s no easy button for intelligent document processing, but we are getting closer with the use of deep learning. Find out how.