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This post is part of G2's 2021 digital trends series. Read more about G2’s perspective on digital transformation trends in an introduction from Michael Fauscette, G2's chief research officer and Tom Pringle, VP, market research, and additional coverage on trends identified by G2’s analysts.

Not all leads are created equal.

What is annotation? Annotation, also known as data labeling, is the process of annotating or labeling data, typically image data, but also videos, text, and audio. This process has become increasingly more important and popular with the rise of machine learning and supervised learning in specific. Supervised learning algorithms need to be fed training data that is labeled. Although there are a host of labeled datasets that are public and accessible, companies are seeing the importance of building their own proprietary annotated data sets. They are using data labeling software to achieve these goals.

Instead of giving credence to fear-mongering books and films about artificially intelligent beings taking over the world and turning on humans (The Terminator, anyone?), it’s time we took a hard look at the proven benefits and potential risks of some real-world applications of artificial intelligence. 

This post is part of G2's 2021 digital trends series. Read more about G2’s perspective on digital transformation trends in an introduction from Michael Fauscette, G2's chief research officer and Tom Pringle, VP, market research, and additional coverage on trends identified by G2’s analysts.

Artificial intelligence and machine learning are trending terms in the tech sphere that are often – and incorrectly – used interchangeably.

Automation and artificial intelligence (AI) are important, interrelated tools that help organizations streamline their processes and add intelligence to their workflows. They allow businesses to reach organizational goals by automating business processes, whereby they can increase efficiency and adapt to new business procedures. 

It’s no secret that healthcare is a perpetually in-demand field.

Communication has always been the most significant part of human expression and interaction. And unless we end up like the people from Wall-e who sit in front of a television all day, it always will be.

As digital transformation has swept through the financial services industry, banks have had to embrace it.