Bank & Credit Union Insights

AI will do many things better than humans currently do. But the universe of unsolved problems is so vast, and the cost of attacking them is dropping so fast, that the constraint will not be “what is there left to do?” It will be “who has the initiative to go do it?”

As you plan for your model’s next validation, consider these four questions that most practitioners don’t ask potential validators, but should.

Reducing regulatory burden may feel like progress. But as we move toward lighter oversight, let’s not forget what those rules were designed to prevent.

Timing, resources, and budget are often the driving factors in deciding who will perform the validation of key risk models, yet the most important aspects are frequently overlooked.

XGBoost is a popular supervised machine learning algorithm and may be the new wave of modeling credit risk. Here are the basics of the mechanics behind the algorithm.

Machine learning has emerged as a popular and powerful credit risk modeling tool. Here's what banking executives need to know.

DCG’s primary objective for conference attendees is to walk away with “one key idea” for their institution. Sessions underscored a shared commitment to transforming unpredictability into opportunity through data-driven strategies. Here are the highlights from this year’s conference.

Institutions struggle to successfully monitor their CECL reserve as well as fully communicate their best story to external and internal stakeholders.

For better, more confident decision-making, consider the three key steps of a model risk management “health check.”

For Current Expected Credit Losses (CECL) models, building a sound monitoring program and creating periodic reporting can be challenging.

A quantitative perspective on the next economic downturn.

Many financial institutions over the past 24-36 months have lost confidence in their interest rate risk models.

When planning the validation of any key risk models, always consider three effective challenge action items.

Everyone has that one friend, relative, or neighbor who always seems to ask the one question you don’t have an answer for.

To keep pace with competition and escalating regulatory expectations, many institutions have shifted their risk management philosophies.

DCG has performed model validations for banks and credit unions of all sizes and balance sheet complexities for well over a decade.

Help ensure a smooth journey and long-term benefits by add these five CECL and MRM resolutions to your list for 2023!

This rate environment is different and every decision matters. Are your models up to the task?