When CECL first came on the scene, I think most sighed a bit. Another standard. Another model. Another acronym. For many credit unions, it felt like a compliance project—something to get through, not something to get better at.
I’ve been speaking on CECL in one form or another since before the standard was even finalized back in 2016. That’s included conferences, workshops, webinars, and thousands of one-on-one conversations with financial institutions of every size. I’ve had a front-row seat to how the industry’s thinking has evolved.
Early on, most of the discussion focused on compliance: timelines, methodologies, and model mechanics. But over time, the tone began to change. Credit unions that pushed beyond “checking the box” started uncovering insights they hadn’t seen before. Once the initial scramble to implement passed, the best conversations shifted toward what CECL could actually teach credit unions. That shift is where the real value started to appear. They’re looking at their portfolios differently, not just to meet accounting rules, but to better understand how risk and opportunity show up across their membership.
It’s not just about the math
CECL, to me, has never been only about the math. Yes, you need the numbers and the model to work. That’s the table stakes. But the real opportunity comes when you start asking better questions.
Instead of asking, “What did our charge-offs look like last year?” begin asking, “What could change our loss expectations next year, and what can we do about it now?” That’s when CECL becomes less of a report and more of a management tool.
I’ve seen credit unions use that mindset to re-evaluate lending segments, uncover hidden concentrations, and recognize opportunities they had previously written off. When CECL becomes an ongoing process rather than a one-time event, the picture becomes clearer and far more actionable.
Your data has something to say
Every credit union’s data tells a story. CECL, handled thoughtfully, helps you read it. I recently worked with a credit union that, through its CECL work, discovered one of its higher-risk loan pools was actually outperforming expectations. That insight altered their perspective on their local market and how they priced new loans.
It’s not about making the allowance smaller or larger. It’s about understanding what the number represents and what it implies for your members and your strategy.
Past compliance, toward confidence
Early on, most credit unions took a simple approach to check the CECL box of compliance. That made sense. The rule was new, the timelines were tight, and nobody wanted to overcomplicate things. In fact, I admit that I, personally, advised many to “keep it simple,” and to mute out the many scaremongers that had surfaced.
But now that the initial rush is behind us, it’s time to ask: does our model still serve us well? Are our assumptions grounded in sound data? Do we have a clear story to tell when examiners or board members ask how we arrived at this point?
That’s where the opportunity sits today. As the economy continues to change, “good enough” models may not stay that way. Credit unions that invest in stronger data, peer benchmarking, and scenario analysis are finding they can explain their results with confidence, not just compliance.
Looking ahead
After nearly a decade of working with credit unions on CECL, from the early planning stages to fine-tuning mature models, I’ve seen one clear pattern. Those who view CECL as more than an accounting exercise gain far more than regulatory peace of mind. They gain clarity.
So maybe the better question isn’t, “Are we done with CECL?” It’s, “What more could CECL be telling us if we let it?”
If your credit union has already cleared the initial CECL hurdle, this may be the right time to take a fresh look at what more it can do for you. There’s real value in exploring new approaches and enhanced tools that bring greater precision, transparency, and insight into your process. Even minor refinements can reveal trends or opportunities that make a measurable difference in decision-making and member service.
The best part is that the resources and expertise to help make that leap are already out there, and it’s just a matter of deciding to take the next step.
