Building Trust Through Responsible AI

As artificial intelligence becomes increasingly embedded in financial operations, credit unions face a critical challenge: ensuring these systems operate responsibly and maintain member trust. According to Jeremiah Lotz, SVP at Velera, effective AI governance begins with establishing a robust data foundation.

The industry has moved beyond the question of whether to adopt AI; now, institutions must focus on how to govern it effectively. Credit unions should map out how data flows across their entire ecosystem—including processors, fintech partners, cloud platforms and third-party vendors—to identify potential risks and ensure appropriate safeguards are in place.

Data Readiness is Key

Many legacy systems weren’t designed for machine learning, resulting in incomplete or inconsistent data. Generative AI can highlight these gaps as models access internal documents and knowledge bases. Investing in a well-managed data foundation early on enables more traceable, auditable, and trustworthy decisions.

With strong data foundations established, explainability becomes the next priority. As AI influences critical areas like fraud detection, identity verification and lending outcomes, institutions need to understand how these systems arrive at their conclusions—both for risk management purposes and to maintain transparency with members.

Beyond the Hype

Rather than chasing every new technology, credit unions should focus on strategically aligned initiatives that deliver measurable value. Successful AI implementations share common traits: clear ownership, defined metrics, ongoing performance monitoring and guardrails established from the outset—allowing for responsible experimentation while ensuring lasting impact.

As AI becomes more prevalent, boards and leadership teams should ask three key questions: How does this AI application support our organizational strategy? What data powers it? And how is its influence being governed?

The institutions that prioritize these foundational elements will be best positioned to harness the benefits of AI while preserving the trust that underpins financial services.