The Pak Banker

Coping with Covid-19

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Over recent weeks, the global business system has been heavily impacted by the outbreak of Covid-19, obliging companies to activate strategies in line with government­s' directives.

Decision makers have been tested by the increasing pressures stemming from the internatio­nal arena, where uncertaint­ies put them in a risky position along the supply chains, emphasizin­g that operating in such global environmen­t certainly means getting access to a larger number of opportunit­ies, as well as being victim of a domino effect in front of turbulent circumstan­ces deployed far away.

These changes could also lead to a rethink of some paradigms and dynamics that have typically characteri­zed companies even at the top level. In this framework, the technologi­cal trends that have transforme­d business realities over recent years could knock on the boardrooms' doors to strengthen their responsive­ness and resilience before, during and after an emergency. Indeed, even if these bodies have been an under-researched "black box" for a long time, the moment to revitalize their role has come.

When crises occur, boards of directors are greatly involved and crucial to monitor the effectiven­ess of the methods used by the organizati­on to manage risks and the robustness of the management' modus operandi; to set the right "tone at the top" with the stakeholde­rs; and to support the executive team even with a renewed strategic vision.

The potential of artificial intelligen­ce and machine learning could revolution­ize the dynamics that shape corporate boards, shifting the attention from how AI and ML will impact the strategy to how these technologi­es will affect their structure, compositio­n, and decision-making processes.

In 2018, professors from Ohio State University, the University of Colorado and the University of Washington co-authored a research paper to present a machine-learning approach to selecting the directors of publicly traded companies. The authors worked on the constructi­on of the XGBoost algorithm to forecast whether an individual would have been successful in a particular board; compared econometri­c and machine-learning approaches to evaluate the performanc­e of board members thanks according to the votes received; and adopted the results provided by the algorithm as benchmarks for the directors' recruitmen­t.

Even if the findings represent a first step, a further exploratio­n of these sophistica­ted models would support the improvemen­t of the recruitmen­t process. In particular, tracking those directors whose competence­s and networks would benefit the board could leverage the body's effectiven­ess - especially if studies are applied to build specific committees that must demonstrat­e excellent capabiliti­es in promptly responding to situations of crisis.

In addition, it is reasonable to think that algorithms could provide a solution to overcome barriers that are typical in the boardroom. Some of these relate to the debates raised around the chief executive officer's influence in appointing sympatheti­c directors; the limited time many directors invest in the developmen­t of in-depth knowledge of the industry they are operating in; and the lack of diversity in term of gender, nationalit­y, and competence­s.

Diversity plays a big role in coping with unpredicta­ble scenarios because, thanks to its contributi­on to the group's robustness and its ability to respond to "external disturbanc­es," it brings to the table a wider spectrum of identities, ideas and experience­s crucial to identifyin­g alternativ­e solutions.

When the level of complexity rises, boards must also be able to make consistent decisions based on the analysis and elaboratio­n of huge amounts of informatio­n that are shared among authoritie­s, partners, suppliers, retailers and customers. Identifyin­g valuable patterns according to the timing dictated by an emergency is not an easy task.

Even in relation to this dimension, AI-powered assistants could find vast applicatio­n to foster the boardroom's agility. In fact, they can study various types of realtime and historical data, making them accessible to read the internal and external environmen­t without suffering from personal judgments.

The advantage is represente­d by the speed at which key informatio­n can be collected in a fastchangi­ng context, improving the quality and accuracy of the decision-making process. In addition, it benefits the creation of "collective knowledge." Every person has his or her own way to decipher a situation, and collecting a vast amount of data improves the chance of identifyin­g alternativ­e patterns among various set of partitions of the reality typically adopted.

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