Risk grading is a lot like projecting the future success of an athlete. You can’t just rely on past numbers. You would also need to consider changes to an athlete’s training regimen, if new teammates will play to an athlete’s strengths, how the competition is evolving, and the specifics of the upcoming season.
Similarly, credit analysts can’t rely solely on data and advanced algorithms to help assess credit risk. I should know: after 25 years in business risk management, I’ve seen how important it is to understand the specific context of each company. However, I meet a lot of people who still think that risk grading is based on just a handful of financial documents, which would be like thinking the athlete is doomed to fail because of one bad game.
Similarly, credit analysts can’t rely solely on data and advanced algorithms to help assess credit risk. I should know: after 25 years in business risk management, I’ve seen how important it is to understand the specific context of each company. However, I meet a lot of people who still think that risk grading is based on just a handful of financial documents, which would be like thinking the athlete is doomed to fail because of one bad game.