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Jason Bloomberg

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Cognitive Software Robots from Loop AI Labs Harvest “Dark Data” to Automate Business Processes

An Intellyx Brain Candy Brief

Most enterprise organizations have thousands of knowledge workers who use structured data to make decisions and execute business processes. In doing so, they use a wealth of other information to perform their function — things like past experience, unwritten rules, and institutional knowledge.

https://intellyx.com/wp-content/uploads/2017/01/logo-7-214x146.png 214w, https://intellyx.com/wp-content/uploads/2017/01/logo-7-50x34.png 50w, https://intellyx.com/wp-content/uploads/2017/01/logo-7-366x250.png 366w, https://intellyx.com/wp-content/uploads/2017/01/logo-7.png 550w" sizes="(max-width: 300px) 100vw, 300px" />AI companies call this unstructured information “dark data.” Loop AI Labs believes that as much as 90% of the information used by enterprise knowledge workers is, in fact, dark data — and their aim is to harvest it, combine it with an organization’s existing structured data and use the combination to create cognitively-enabled applications that will automate business processes and decision making.

Loop AI Labs is a leader in a developing part of the AI market called Robotic Process Automation. Their unique approach does not require an army of data scientists or heavy “training” of the AI platform. Instead, they create a “software robot” (it exists only in software form) for each customer “from scratch.”

Discerning patterns from historical data and business process activities, the software robot creates a logic model for the organization’s business processes. Utilizing that model, they can then automate a large portion of an organization’s business processes and decision-making demands. The results can represent significant operational gains in productivity, efficiency, and accuracy.

Copyright © Intellyx LLC. Intellyx publishes the Agile Digital Transformation Roadmap poster, advises companies on their digital transformation initiatives, and helps vendors communicate their agility stories. As of the time of writing, Loop AI Labs is an Intellyx customer. None of the other organizations mentioned in this article are Intellyx customers. To be considered for a Brain Candy article, email us at pr@intellyx.com.

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More Stories By Jason Bloomberg

Jason Bloomberg is the leading expert on architecting agility for the enterprise. As president of Intellyx, Mr. Bloomberg brings his years of thought leadership in the areas of Cloud Computing, Enterprise Architecture, and Service-Oriented Architecture to a global clientele of business executives, architects, software vendors, and Cloud service providers looking to achieve technology-enabled business agility across their organizations and for their customers. His latest book, The Agile Architecture Revolution (John Wiley & Sons, 2013), sets the stage for Mr. Bloomberg’s groundbreaking Agile Architecture vision.

Mr. Bloomberg is perhaps best known for his twelve years at ZapThink, where he created and delivered the Licensed ZapThink Architect (LZA) SOA course and associated credential, certifying over 1,700 professionals worldwide. He is one of the original Managing Partners of ZapThink LLC, the leading SOA advisory and analysis firm, which was acquired by Dovel Technologies in 2011. He now runs the successor to the LZA program, the Bloomberg Agile Architecture Course, around the world.

Mr. Bloomberg is a frequent conference speaker and prolific writer. He has published over 500 articles, spoken at over 300 conferences, Webinars, and other events, and has been quoted in the press over 1,400 times as the leading expert on agile approaches to architecture in the enterprise.

Mr. Bloomberg’s previous book, Service Orient or Be Doomed! How Service Orientation Will Change Your Business (John Wiley & Sons, 2006, coauthored with Ron Schmelzer), is recognized as the leading business book on Service Orientation. He also co-authored the books XML and Web Services Unleashed (SAMS Publishing, 2002), and Web Page Scripting Techniques (Hayden Books, 1996).

Prior to ZapThink, Mr. Bloomberg built a diverse background in eBusiness technology management and industry analysis, including serving as a senior analyst in IDC’s eBusiness Advisory group, as well as holding eBusiness management positions at USWeb/CKS (later marchFIRST) and WaveBend Solutions (now Hitachi Consulting).