AI Articles and Reports about Process automation

Explore articles and reports related to artificial intelligence for process automation, including applications in report generation, data entry, recruitment, and more.

Machine Learning for Decision Support in Tax and Accounting

Machine Learning for Decision Support in Tax and Accounting

Episode Summary: Many machine learning applications in business can be boiled down to some form of decision support. There are big decisions like deciding whether or not to merge or acquire another company, and there might be smaller decisions like whether or not a tumor has enough traits that make it seem like it's worth a surgical procedure or if it's worth leaving alone.

The Current State of Machine Learning for Medical Transcription

Machine Learning for Medical Transcription – Current Applications

There are several companies claiming to offer AI-based medical transcription software, specifically speech recognition software, to hospitals and healthcare companies. We found that these solutions are intended to help hospitals and healthcare companies with medical transcription in different forms, transcribing speech into text in order to fill out and update patient medical records in electronic health record (EHR) and electronic medical record (EMR) databases.
Machine Learning for Medical Transcription - Insights Up Front
We can’t seem to find evidence that the prominent companies offering speech recognition software for medical transcription have what we would expect in terms of talent at their company, except for Nuance Communications. It isn’t clear how exactly their solutions could work without natural language processing, a kind of artificial intelligence. Nuance employs many data scientists with PhDs and Master’s degrees in computer science and hard sciences like physics. This is generally what we look for when it comes to vetting a company on their claims to leveraging artificial intelligence and cutting through the marketing hype we so often see on AI vendor websites.

AI for Electronic Health Records (EHRs) and Electronic Medical Records (EMRs)

AI for Electronic Health Records (EHRs) and Electronic Medical Records (EMRs)

There are several companies claiming to offer AI solutions to healthcare companies, as we've explored extensively in our past reports. In this particular report, we focus on AI as it pertains to working with electronic health records (EHRs) and electronic medical records (EMRs). AI vendors offer solutions to hospitals and clinics with a variety of functions.

AI In Aerospace - Current Applications and Innovations

AI in Aerospace – Current Applications and Innovations

According to Accenture, approximately 66% of A&D executives polled indicated they are looking at investing in AI for 2019, particularly on security, production, and R&D. 80% believe that AI-based decisions will have a direct impact on the workforce by 2021.

Military Applications of Machine Vision - Current Innovations

Military Applications of Machine Vision – Current Innovations

This report attempts to highlight the wide array of real-world use cases of machine vision in the military. Several militaries claim to leverage machine learning, working with contractors and companies in some cases to deliver AI solutions. We found that these solutions help highlight the wide breadth of current and near-term military applications of machine vision. The companies and organizations discussed in this report help various militaries with at least one of the following:

AI and Machine Learning in the European Pharmaceutical Industry

AI and Machine Learning in the European Pharmaceutical Industry

Accenture reports that in 2017, the 16 top biopharmaceutical companies in the world had an aggregate global revenue of $428 billion, which was nearly half the global pharmaceutical market by net sales. The report also revealed a shift to specialty drugs for hard-to-treat diseases.

AI for Payment Processing - Current Applications

Artificial Intelligence in Payment Processing – Current Applications

It seems that the majority of AI solutions for payment processing are focused on fraud detection and prevention. Some companies claim to offer straight-through processing software as well. Below, we detail four companies that all claim to offer artificial intelligence to banks and payment processors looking for solutions in two key areas:

AI for Credit Scoring - an Overview of Innovation

AI for Credit Scoring – An Overview of Startups and Innovation

Several companies offer AI-based credit scoring applications to banks and enterprise creditors looking to better understand the risk associated with their potential borrowers. Traditional methods of credit scoring take into consideration the credit histories of potential borrows, but this might not allow certain people access to credit despite the fact that they could pay their loans back when their payments are due.

Process automation

Explore articles and reports related to artificial intelligence for process automation, including applications in report generation, data entry, recruitment, and more.