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         Additionally, deploying these technologies to manage risk
         will require banks to access and use high-quality and timely
         data. Without robust data, technology implementation will
         likely not be as effective. For some time, financial institutions
         have had difficulty providing quality data from the source
         through the system. This is due to a historic proliferation of
         disparate legacy systems which has limited their ability to
         capture, measure and report data. By enhancing their data
         architecture, banks could create new data tools and models
         that could readily sense and combat emerging risks. Having
         better data, for instance, could help banks boost their
         monitoring and surveillance tools to detect and predict
         instances of employee misconduct (conduct risk). New tools
         could also help eliminate silos and empower the business line
         to make better risk decisions and allowing them to go from
         hindsight to foresight.
                                                                                   Figure 2.
         As the financial industry continues to innovate in various
         technological initiatives, there is a slow but steady upsurge  Conclusion and way forward:
         in blockchain technology adoption and investment because  We have seen the banking business model moved from
         blockchain allows for the decentralization of data storage.  manual to ALPM (Automated ledger posting machines),
         That means there will be safer transactions and greater  from ALPM to IBS and from IBS to CBS. A new wave of
         asset transparency.                                  disruption more forceful and more pervasive than what we
                                                              have seen in recent years will likely unfold in the next decade.
         The World Economic Forum predicts that the financial sector  While the roots of this disruption viz. technological,
         will increasingly experiment with hybrid blockchain models,  economic, geopolitical, demographic may remain the same,
         while the public sector will increase its use of smart  the unique convergence of these factors should unleash
         contracts. Financial firms are currently in various stages of  unprecedented change in the broader society, economy
         blockchain implementation. According to PwC data from  consequently, in the banking industry as well.
         June 2019, when global financial institutions were asked
         about the implementation of emerging technology like  The above threat really gives lots of opportunities to
         blockchain and AI, 37% of them said they had fintech-based  enhance the bottom line with technological initiatives in
         products or services available to their customers. More than  every parlance of banking say it payment, lending,
         a fifth (22%) of these companies said they had products or  mobilization of leads, card distribution with a necessary tie
         services in the pilot stage.                         with fintechs, which should necessarily aim at two important
                                                              aspects i.e. customer satisfaction and profit enhancement.

                                                              Hence, there is an urgent need for banks to excel at data
                                                              management, modernize core infrastructure, embrace
                                                              artificial intelligence (AI) and migrate to the cloud. However,
                                                              most banks are far from where they'd like to be in their
                                                              digital transformation. Despite an increase in new
                                                              technology investment in recent years, this trend is expected
                                                              to continue in the foreseeable future. For instance, in 2022,
                                                              North American banks are expected to spend nearly one-
                                                              half of their total information technology (IT) budget on new
                                                              technology while European banks would spend about one-
                                                              third, a figure higher than the current level (27 per cent),


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