External Credit Enhancement in Infrastructure Financing
Infrastructure projects continue for a long period of time. Sometimes these projects continue for decades. Hence, they need long term finance. On the other hand, there are entities such as insurance companies and pension funds which are looking to invest their money for long periods of time. Ideally, insurance companies and pension funds should be […]
The Voting Process
After the solicitation, packages are sent out, and the creditors are given all the information that they need, it is time to vote. Voting is an important part of the reorganization process. This is the part where the will of the creditors becomes known to the debtor organization and to the public in general. However, […]
Neo Banks and Commercial Banking
Traditionally, the commercial banking industry was largely controlled by commercial banks which had a huge brick-and-mortar presence. However, over the past few decades, customers have gone digital. In response to that, the banks were also compelled to go digital. This digital wave led to a dramatic increase in competition for commercial banks. Many types of […]
Reverse Factoring – Meaning and its Benefits
The purpose of commercial banking is to help corporations meet their funding needs in a better manner. Commercial banks help companies do this in several ways. One such way is related to the concept of reverse factoring. Reverse factoring is a solution that helps large corporations manage their supply chains better by helping optimize the […]
Traditional Bonds vs. Islamic Bonds Called “Sukuk”
The word Sukuk is an Arabic word which means certificate. These are certificates which are offered by corporations and governments which follow Islamic principles. For instance, Saudi Arabia has issued a new tranche of Sukuk in the year 2017. This was done to provide medium-term financing to the government to meet its debt obligations. The […]
Commercial banking has traditionally been a relationship-driven business. This meant that the business was primarily driven by human-to-human contact. Over the years, banks have acquired the capability to store large quantities of data and then mine the data in order to discover meaningful trends.
There are many modern software tools that allow banks to use the large volumes of transactional data that they generate. These types of tools are generally classified under the heading of “data analytics”
Banks have started using data analytics to gain a sustainable competitive advantage over their competitors. In this article, we will explain the various ways in which commercial banks have started using data analytics in order to improve their operations.
Commercial banks have access to large volumes of transaction data on behalf of their clients. Data analytics can be used to process this data in order to find meaningful trends which can then become the starting point of research for the product development team. It needs to be understood that financial innovation is the need of the hour for commercial banks who are facing significant challenges from fintech companies who are innovators in this space.
Banks can also use the high volume of data generated in order to segment their customers into various groups. This segmentation helps the commercial banks to better predict the types of products and services which will be preferred by the corporate customers.
Instead of the decision being made by humans, it can be made in an automated fashion. This helps banks save costs as well as shorten the decision-making cycle. Ultimately, lower costs and faster service times can become a bank’s value proposition in front of prospective customers and can help the bank increase its revenue in the long run.
There are modern software tools available that can perform the same tasks which are performed by a relationship banker. However, these tasks are performed in an automated manner. Hence, the element of human intervention and the related risks are significantly reduced. Thus, data analytics have the potential to lead the banks toward the concept of mass customization wherein commercial banks can offer personalized offers to every corporation that they provide service.
For instance, the software may be able to help clients identify any fraudulent transactions by reading the patterns which generally lead to such transactions. Similarly, it may be able to help corporate clients identify any upcoming liquidity shocks as soon as possible. They may also be able to foresee future credit needs and may help the corporations make educated decisions based on the predictive capability of the software.
Predictive intelligence can help create a win-win situation for both parties. On the one hand, it can help clients get better advice whereas, on the other hand, it can help create cross-selling opportunities for the bank. Overall, it can help commercial banks truly engage in consultative selling.
The bottom line is that data is the new gold in today’s world and this principle holds true in the commercial banking industry as well. Commercial banks have the financial strength required to invest heavily in information technology which can help them gain a competitive advantage over their peers.
It is a well-known fact that data analytics is going to revolutionize the banking industry in the future. It is for this reason that banks have already started investing heavily in this technology.
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