Rewiring Customer Value: Competing on Decision Intelligence in the Age of AI

Banking is being rewired before our eyes. Artificial intelligence, decision intelligence and the redefinition of customer value are transforming how financial institutions grow, compete and serve. What once felt theoretical is now operational reality—and the pace of change has never been faster. 

At Curinos, we see this not as disruption, but as opportunity. The convergence of AI, data and domain expertise is reshaping how banks make decisions, not just analyze them. What we call decision intelligence is about connecting signals to outcomes, insights to action and customer relationships to enterprise value. It’s the next competitive frontier. 

That’s why this Fall edition of the Curinos Review is dedicated to “Rewiring Customer Value: Competing on Decision Intelligence in the Age of AI.” Each article explores a new dimension of that shift, from the deposits operating system needed to thrive in a volatile rate environment, to the impact of stablecoin on funding models, to how digital journeys and AI agents are redefining customer acquisition and engagement. 

With 2026 almost upon us, this issue also looks into the not-so-distant future, providing guidance on how today’s actions can secure tomorrow’s success. We propose that a “Deposits Operating System” will be essential to optimizing funding costs next year and beyond. We examine the universal banker model, why results have been uneven, and what leading banks are doing to turn this hybrid sales-and-service approach into a competitive advantage. And we explore onboarding, quantifying where friction slows activation and how data-driven design can transform prospects into funded, loyal relationships—the first step toward true customer primacy. 

Across these themes runs a common thread: speed, science and strategy. 

Banks that learn faster, decide smarter and act bolder will define the next growth cycle. Those that rely on static dashboards or fragmented views of the customer risk falling behind in a market now defined by agility. 

At Curinos, we’re investing deeply in that future. Through our AI technology lab and the Curinos Decision Intelligence platform, we integrate decades of proprietary data with advanced analytics to power smarter customer-focused decisions. Whether optimizing deposit pricing, designing next-best-action workflows or orchestrating intelligent customer journeys, we’re building the tools that make growth not just measurable, but repeatable. 

I’ve been in this industry long enough to have seen many inflection points—but none with the potential and velocity of this one. And I couldn’t be more optimistic. Properly applied, agentic AI and decision intelligence will amplify human expertise, not replace it, enabling banks to serve customers with precision, empathy and speed. 

As we look to 2026 and beyond, I invite you to imagine what’s possible when every decision—from pricing to personalization—becomes intelligent by design. 

Thank you for your continued partnership and trust. We’re honored to help you compete and win in this new era of decision intelligence. 

Respectfully,

Sid Singh
Chief Executive Officer