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:

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 has numerous applications in healthcare broadly, and with the help of AI in the pharmaceutical industry, global businesses and startups are collaborating to develop new treatments. Previously, we looked at AI healthcare innovations in Europe, and in this report, we specifically look at the European AI vendors that are offering machine learning solutions to pharmaceutical companies. This report covers vendors offering software across three 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:

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.

One of the biggest problems facing business executives when it comes to adopting AI is determining whether a company is truly leveraging AI or simply using the term as a marketing strategy. We have discussed rules of thumb for assessing the authenticity of AI companies in previous articles based on insights derived from hundreds of interviews with industry experts and AI researchers over time.

There are several companies claiming to offer AI document digitization solutions to banks, insurance enterprises, and other financial institutions. companies. We found that these solutions are intended to help financial institutions with at least one of the following business problems: