In a consumer economy deeply infused with technology, personalization is as familiar to end users as ordering a meal, placing an online shopping order or sending a text. Whether it’s being greeted by our first name when logging into our most-used apps, or receiving a notification when our favorite band announces a concert in the nearest city, we’re used to technology catering to our personal preferences — in fact, we expect it. For banks and financial institutions, meeting these expectations demands a new approach: Cognitive Banking.
Cognitive Banking is an AI-powered enterprise platform designed to address a fundamental challenge banks face today: customers’ transactional data and digital behavior are fragmented across business lines and channels, limiting the bank’s ability to leverage them in timely, relevant or effective ways. Unlike outdated PFM solutions or rigid product-driven offer management platforms, Cognitive Banking applies context to insight and action, shifting from a product-centric approach to a truly customer-centric one.
Personalization is now the bare minimum
In today’s marketplace, banks and financial institutions have to compete not just with each other but also with the digital experience of every other app consumers use regularly. As a result, customers expect more — and they’re willing to switch banks to get it. It’s not enough to just welcome a customer by their first name or present data visualizations of historical transactions — customers expect banks to anticipate their future needs and present these insights in context.
According to a 2025 Global Banking Survey, 84 percent of global consumers are likely to switch banks to access services that help them reach their financial goals, and 74 percent would likely display greater loyalty to a bank that helps them achieve their financial goals through timely insights and autonomous spending and saving actions.
In other words, consumers expect their banks to understand and address their personal needs with the same precision they experience in every other digital interaction. While traditional banking often faced challenges to scale personalized attention, Cognitive Banking represents a return to deeply personalized service — powered by AI, bridging the gap between robust data sets and delivering the sophisticated, tech-forward experience today’s consumers expect.
AI is the engine of cognitive banking
The plethora of customer data generated through banking has the potential to generate meaningful insights into customers’ financial situations. Cognitive Banking taps into the power of AI to analyze customer behaviors, anticipate needs and offer meaningful personalized support. The AI works behind the scenes to enrich transaction data in real time, categorize purchases, spot recurring patterns and predict future balances. Whether it’s flagging overspending before it escalates, automatically moving idle cash into savings, or identifying unused subscriptions to cancel, Cognitive Banking empowers financial institutions to deliver real-time, actionable insights to customers. For example, at BMO, customers set over 100,000 savings goals, demonstrating a direct impact on their ability to save effectively. This personalized guidance helps users feel more in control of their finances while fostering trust and deepening relationships between banks and their customers.
Cognitive Banking can deliver meaningful business outcomes
In addition to elevating the customer experience and reinforcing the bank’s role as a trusted financial partner, Cognitive Banking can deliver measurable business outcomes, including:
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Drive measurable growth across all business lines, such as deposits, lending and wallet share (e.g., primacy).
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Improve retention through trusted, relevant experiences that reinforce primacy.
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Increase operational efficiency and speed to market by reducing call volume and leapfrogging long tech requirements to bring to market.
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Deliver differentiated customer experiences rooted in the context of their real-time financial behavior, driving engagement and helping customers with their goal of financial wellness.
In the coming years, AI will transform the way organizations across every facet of the economy do business. Monumental shifts are already underway, and financial services is no exception. Cognitive Banking allows financial institutions to embrace AI in ways that not only drive efficiency but also preserve and enhance the personalized human nature of their customer relationships.
