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Machine Intelligence






             Importantly, the system assigns each client a global risk  The true disruptors won’t be
          score to assist in internal decision-making and to allow us to  startups; rather, they will be deep-
          use advanced analytics.
            Another example is compliance with regard to politically pocketed technology behemoths,
          exposed persons, where we were able to speed up internal  spreading their tentacles into the world
          assessments by 60% while reducing related costs by as much
          as 40%. Machine learning accelerates and streamlines inves-  of finance as cross-boundary disruptors.
          tigation reviews by over 80% – while covering 20% of the
          information. Furthermore, when it comes to employee
          surveillance, we now have the capability to screen a substan-  Consequently, they naturally turn to new segments outside
          tial number of activities and check them against an extensive  RI WUDGLWLRQDO ÀQDQFLDO LQVWLWXWLRQV  7KLV GRHVQ·W PHDQ WKDW
          list of potential risks.                           big banks will disappear. But if they aren’t prepared, they
            6WLOO   WKLV  GHYHORSPHQW  RI  DUWLÀFLDO  LQWHOOLJHQFH   $,   LV  could be reduced to utility companies: ubiquitous, reliable,
          DNLQ WR WKH HDUO\ SKDVHV RI HOHFWULFLW\  ZKHQ LW ÀUVW DUULYHG  but certainly not key, with margins so low that they are
          and replaced steam power in manufacturing. At the turn  hardly attractive to anyone, including investors. This is why
          of the century, most textile factories were still powered by  all big banks must push AI to the next level, while time is
          ÁRZLQJ ZDWHU DQG ZDWHUZKHHOV  )DFWRULHV WKDW LQVWDOOHG VWHDP  still on their side.
          engines had to accommodate pulleys, belts, rotating shafts,
          DQG  FRPSOH[  JHDU  V\VWHPV   ,Q  IDFW   WKH  FRQÀJXUDWLRQ  RI  About the Authors
          such a factory was built around a rigidly imposed, central-  Urs Rohner has been the Chairman of the
          LVHG VWHDP HQJLQH  VDFULÀFLQJ DOO SRVVLEOH ZRUNÁRZ HIÀFLHQF\   Board of Directors of Credit Suisse Group
          Interestingly, when manufacturers began to adopt electricity,  AG since 2011 and was its Vice Chairman
          engineers couldn’t even fathom an alternative layout like the  from 2009 until 2011. In 2004, he was appointed
          modern-day assembly line. Rather, they grouped the electric  a member of the Executive Board of the
          PRWRUV  LQWR  D  ELJ  FOXVWHU   IRUJRLQJ  WKH  EHQHÀWV  RI  GHFHQ-  Group and served as General Counsel and as COO. Mr.
          WUDOLVHG  SRZHU  LQ  RSWLPLVLQJ  WKH  ZRUNÁRZ   ,W  WRRN  DOPRVW  Rohner graduated with a law degree from the University
          another two decades before the manufacturers truly reaped  of Zurich. He is admitted to the bars of the Canton of
          WKH IXOO EHQHÀWV RI HOHFWULFLW\  6                 Zurich and the State of New York.
            Today, most incumbent banks tend to frame AI as a cost-    Howard Yu is an IMD Swizerland Professor of
          cutting measure, substituting human labor in administrative  Strategic Management and Innovation. He
          processes. Though this is important, its biggest potential   specialises in Technological Innovation, Strategic
          LV OLNHO\ WR EH VR SURIRXQG WKDW LW ZLOO WUDQVIRUP ÀQDQFLDO  Transformation and Change Management. He is
          institutions as we know them. The true disruptors won’t      a two-time prize-winning case writer awarded by
          be startups; rather, they will be deep-pocketed technology  the European Foundation for Management Development.
          behemoths, spreading their tentacles into the world of  He received his Doctoral Degree in Management from
          ÀQDQFH DV FURVV ERXQGDU\ GLVUXSWRUV                Harvard Business School. Prior to his doctorate, he worked
                                                             in the Banking Industry in Hong Kong.
          Cross-Boundary Disruption
          “Your margin is my opportunity”, Amazon’s CEO Jeff  References
                                                                3ULFHZDWHUKRXVH&RRSHUV  ´5HGUDZLQJ WKH OLQHV  )LQ7HFKV JURZLQJ LQÁXHQFH RQ
          Bezos reportedly once said. The biggest threats to big banks  Financial Services”. PwC. Accessed November 30, 2017. https://www.pwc.com/
                                                             ÀQWHFKUHSRUW
          DUH  QRW  ÀQWHFK  VWDUWXSV  EXW  UDWKHU  $PD]RQ  RU  *RRJOH   2. Buchanan, Leigh. “American Entrepreneurship Is Actually Vanishing. Here’s Why.”
          who shift the industry value chain. These and other cross-  Inc.com. Accessed November 30, 2017. https://www.inc.com/magazine/201505/leigh-
                                                             buchanan/the-vanishing-startups-in-decline.html.
          boundary disruptors, including Alibaba in China, have been  3. “What AlphaGo Means to the Future of Management”, MIT Sloan Management
                                                             Review, http://sloanreview.mit.edu/article/tech-savvy-what-alphago-means-to-the-
          leveraging the existing data they have harvested through  future-of-management/ (accessed May 28, 2017).
          e-commerce and then specialising in new services targeting  4. Christof Koch, “How the Computer Beat the Go Master”, 6FLHQWLÀF $PHULFDQ, March
                                                                       KWWS   ZZZ VFLHQWLÀFDPHULFDQ FRP DUWLFOH KRZ WKH FRPSXWHU EHDW WKH JR
          customers outside of big banks. Unlike a startup, which is  master/.
                                                                &DGH 0HW]  ´,Q 7ZR 0RYHV  $OSKD*R DQG /HH 6HGRO 5HGHÀQHG WKH )XWXUHµ  Wired,
          forced to enter an existing space to gather customer informa-  March 16, 2016, https://www.wired.com/2016/03/two-moves-alphago-lee-sedol-
          tion, these tech giants have already acquired huge volumes  UHGHÀQHG IXWXUH
                                                             6. Andrew McAfee and Erik Brynjolfsson, Machine, platform, crowd: harnessing our digital
          RI GDWD EDVHG RQ FRPPHUFLDO DFWLYLWLHV RXWVLGH RI ÀQDQFH   future (New York: W.W. Norton & Company, 2017), 18-20.



         42      The European Business Review    January - February  2018
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