Spero Risk Associates

Spero Risk Associates is a boutique risk consulting firm specializing in model development, validation, and governance, based in Hoover, Alabama. We partner with banks and credit unions to enhance their risk management capabilities, particularly in areas like CECL, stress testing, and ALM/IRR. Our team, comprised of former bank executives and quants, brings decades of experience from leading institutions like PNC and Regions Bank. We prioritize data-driven insights and a collaborative approach, ensuring that our clients build robust and reliable models. Data governance and AI governance are key pillars of our methodology. We focus on delivering practical solutions that improve decision-making and mitigate risk. Our commitment to transparency and knowledge transfer ensures that our clients retain the expertise needed to sustain their risk management programs. We use AI in model development – short, reviewable segments, full human verification – giving a small team the capacity of firms many times larger.

At Spero Risk, we believe in a proactive approach to risk management. We don’t arrive with a predetermined methodology and force the data into it. Instead, we meet with the line-of-business managers who manage the loans – a practice we have been told no other outside firm makes standard. Two-thirds of any development engagement is data preparation, because poor data governance is the rule, not the exception. Model Validation and CECL are core services we provide.

Our approach is rooted in the principle of ‘thought before calculation,’ emphasizing industry-leading expertise and a commitment to building clean, controlled, and explainable models. We’ve been told no other outside firm makes standard to meet with the line-of-business managers who manage the loans. We’ve received the highest rating in the Federal Reserve’s horizontal review of model risk management across major U.S. financial institutions.