Assertions of RPA being a “simple” solution that can’t learn or handle complex thinking are a thing of the past. Artificial Intelligence takes RPA to the next level. Making it better – and smarter – than ever before.
With technologies such as natural language processing (NLP), speech recognition, machine learning, and computer vision, AI is making it possible to automate processes, or parts of them,
that were once unfit for automation, including those requiring complex decision-making. For example, AI technologies such as computer vision and NLP can turn unstructured data, such as emails or invoices, into a structured format that can be read and processed by RPA robots. Machine learning can be used to identify patterns and make predictions about process outcomes, enabling RPA to prioritize tasks.
Kryon is breaking the barriers of RPA, taking it far beyond the limits of rules-based processes. Our patented technology combines the latest advances in RPA and AI to power self-learning, business context-aware robots that can deliver real value. We’re utilizing AI in three primary ways:
Kryon’s Process Discovery™ leverages machine learning to collect data and identify patterns in how end-users perform processes within business applications. It starts with our Discovery Robots gathering and analyzing end-user behavior. The data is then used to make recommendations for which processes can and should be automated for better ROI and time savings. In addition, our platform goes a step further, automatically generating automation workflows that can be exported to the Kryon Studio for quick deployment.
Kryon is the only RPA vendor on the market that has patented visual and deep learning technologies. Our image recognition (IMR) and optical character recognition (OCR) technologies enable our robots to see the screen and interact with an application just as a person would, recognizing objects on a screen, even when changes in position, size, or shape occur.
With zero integration required, Kryon enables automation on any business application regardless of its underlying technology. Across Citrix, legacy, desktop and web-based applications, we offer among the fastest automation deployments and change response on the market.
Kryon’s cognitive integrations make it possible to automate tasks that once were only capable of being executed by humans. For example, our integration of ABBYY’s document automation engine increases the usability of RPA, enabling the automated processing of unstructured documents such as invoices, purchase orders, PDFs, emails and more. With this integration, unstructured data is transformed into standardized formats which are readable by Kryon robots.