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        Fraud and plaque                                                look out  for  include  system  identification,  data

                                                                        collection, credential verification, payment fraud
        prevention: Both                                                control and risk analysis ‒ all in the same tool ‒
                                                                        to best provide merchants with a complete fraud
                                                                        prevention and management system so they don't
        powered by AI                                                •  Data,  data  and  more  data: Data is the magic
                                                                        have to rely on piecemeal technologies.

                                                                        ingredient behind AI. Accessing anonymized
                                                                        data received from billions of transactions around
                                                                        the world creates a "network effect," which is
                                                                        basically a pool of knowledge from which to draw
                                                                        conclusions. It should be noted that not just any
                                                                        data can be used for this. What goes in also comes
                                                                        out. Companies that partner with other businesses
                                                                        to receive a larger amount of data points help
                                                                        provide greater value and accuracy.
                                                                     •  The science fiction part ‒ advanced AI machine
                                                                        learning technology:  Data on billions of
                                                                        transactions  in  real-time?  Yeah,  there  is  no  way
                                                                        human effort is going to cull through that. Even
        By Don Bush                                                     looking at every piece of art in The Louvre would
                                                                        take us mere mortals 100 days. This is why we
        Kount Inc.                                                      need advanced AI learning technology ‒ to make
                                                                        real-time adjustments to analyze risk across this
                  here is no question that artificial intelligence      entire, vast network. If the data is the information,
                  (AI) is the darling of 2017 technology predic-        AI is how to make use of that information. Here
                  tions hype. Think big data and how people             is a simple analogy: you have a test coming up,
        T reacted to its entry a few years ago. From an                 the answers are included within your history
        "AI toothbrush," unveiled at the Consumer Electronics           textbook, but to make any use of these answers
        Show in January, to human-crushing poker strategies to          your brain must read and process the pages.
        automated dermatology,  AI is getting significant atten-
        tion. Don't believe me? A simple Google search will churn    •  Humans: AI plays a crucial role; however, real
        out more than 2 billion results in less than one second.        expertise is needed to complete the puzzle.
        Receiving much less attention, however, are the very real       Machine learning technology and AI can pull
        technologies implementing AI in a constructive way.             out anomalies and identify patterns from the vast
                                                                        swaths of real-time data, but human intelligence
        With any emerging technology there will be companies            is still needed to make full use of this information
        attaching themselves to the buzzword itself, rather             and work with customers. Think about it this way:
        than pioneering the respective technology. The truth is,        you might be able to fix an issue with the cable
        "powered by AI" can be attached to almost any technology        company exclusively using an automated menu,
        ‒  without  much  substance  behind  the  claim.  This  may     but wouldn't you prefer to speak with an actual
        seem harmless enough, but it's almost certainly misleading      person? Me too.
        the public.
                                                                 There you have it. We, at Kount, believe fraud mitigation
        My stance is that "real intelligence" is key when it comes   via AI and machine learning is exponentially more
        to AI. What's real intelligence? you may ask. It's the piece   exciting than a toothbrush moonlighting as a robot.
        of the puzzle that popular articles that discuss smart
        refrigerators and offer satirical predictions about robots   Don Bush joined Kount as Director of Marketing in October 2010 and
        taking over leave out.                                   became Vice President of Marketing in December 2012. Previously, he
                                                                 was Director of Marketing at CradlePoint, a leading manufacturer of
        For AI to function for fraud mitigation and prevention, a   wireless routing solutions in the mobile broadband industry. Don has
        few things must be in place.                             worked in several management roles within the technology segment for
             •  Really  cool  technology  ‒  yeah,  we  said  it:   over 20 years with both hardware and software manufacturers, and as a
                Patented and proprietary technologies are key    partner in two top technology marketing agencies. He has led products
                in the implementation of AI. Examples would be   launches and marketing programs for dozens of companies around the
                patented intellectual property that includes user   world such as Citi, HP, IBM, Kodak, Motorola and Weyerhaeuser, and he
                authentication, device fingerprinting and proxy   co-authored the seminar series, "Common Launch Disasters and How to
                piercing tools,  among  others. Technologies  to   Avoid Them." Contact him at don.bush@kount.com.



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