Advanced Analytical ArchitecturesThe age of advanced analytics is upon us. Today systems are delivering AI results in real life systems. The integration of advanced analytical technology into line of business applications requires special considerations. As such, an analytical technologies can be set for “stun or for kill” when inserted into an operational environment. Analytical technologies generally consume base information, composite/augmented information, derived information, and real time information and then synthesize everything to direct workflows, decision support activities, or predictive logic. Getting this right is sometime more daunting than it would otherwise seem. This session will review analytical technologies such as rule engines, neural networks, decision trees, and more and will describe how they can best be integrated into a larger application. Additional consideration will be given to testing and validating these architectures.
H. Michael CovertH. Michael Covert is currently a founder and Managing Director of DesCovRē Consulting LLC, a regional IT consulting firm specializing in Corporate Performance Management, Business Process Management, Technology Optimization, and the usage of advanced analytics in a business environment. Mr. Covert served as the Vice President of Performance Management for WHITTMANHART, Inc. based in Chicago. Prior to this role Mr. Covert served as the Chief Operating Officer of Infinis, Inc., a regional business intelligence consulting company based in Columbus, OH. Infinis merged with WHITTMANHART in 2005. Mr. Covert has over 30 years of experience in a variety of business and technical roles and is skilled in all aspects of business operations and business development, including sales and marketing. He is a specialist in business oriented analytics, specifically the areas of risk management, profitability analysis, financial management, consumer marketing, and governance and regulatory processes. He is also an experienced specialist in operating systems, networking, middleware, performance and tuning, capacity planning and software development methodologies.
Prior to assuming his current role at Infinis, Mr. Covert was the Vice President of Product Development and Chief Technology Officer for Columbus-based Alta Analytics, producer of data mining and visualization software. During his four years with Alta, he was responsible for overseeing the research and development, technical support and management information systems departments. As CTO, Covert served as the primary technical architect on several analytical and data mining products. In 1999, Alta won the Industry and Technology Council of Central Ohio-sponsored Top C.A.T. award for technical achievement for its product called NETMAP™ for Financials. In addition, Covert has served in technology management roles for Claremont Technology Group (now COVANSYS) where he was the Director of Advanced Technology, Banc One (Now J. P. Morgan Chase), Goal Systems and Chemical Abstracts Service, all Columbus-based companies. Covert earned a Bachelor of Science in Mathematics with Honors and Distinction from The Ohio State University. While there, he received the Putnam Scholar in Mathematics Award for placing in the top 1 percent in the United States in mathematics. Mr. Covert currently serves on the board of directors for The Wellness Community (a cancer outreach center) and for TeamDynamix, Inc. (a software development organization with IT governance products), and was previously a member of the Columbus Technology Council Advisory board.