Insights From the Gartner Hype Cycle About Customer Journey Analytics

Most banks still measure success by products sold and problems solved. But customers measure success by how well their bank anticipates their needs, even before they ask.

There’s a 123-point difference in Net Promoter Score (NPS) between customers who strongly agree that their bank “knows them” and those who strongly disagree. Customers define personalization as banks respecting their privacy, offering products that fit their needs and actively resolving issues.

The biggest gaps? Loyalty programs and truly personalized interactions: two areas where banks have the most room to win trust and grow share of wallet.

But for many banks, making customers feel understood is easier said than done. Siloed, unactionable data and disconnected channels keep valuable insights out of reach, making it nearly impossible to see the full customer journey in real time. The result is missed opportunities for proactive engagement and a widening gap between what customers expect and what banks deliver.

Banks can’t fix what they can’t see. Cracks in the customer experience (missed payments, stalled applications, unresolved service requests, etc.) often go unnoticed until they drive attrition. To close those gaps, banks need visibility into the full customer journey. That’s where customer journey analytics (CJA) helps. CJA, a category of banking customer analytics, gives leaders a holistic view of how customers move across channels and highlights the friction points that wear down customer trust.

Gartner® shares insights on journey analytics in the 2026 Hype Cycle^TM for Banking Customer Experience, noting that “Bank CIOs can use the Hype Cycle to advance technologies and strategies that are necessary to illuminate customer journeys and deliver a personalized experience that drives revenue.”

Why Banks Are Interested in Customer Journey Analytics

According to Gartner, “Consumers expect personalized, customer-centric engagement, and banks need to deliver it—challenging strategies that take a business-centric approach to customer experience.” Convenient interactions and fast problem resolution are table stakes. To stand out, banks must go further. That means anticipating unspoken needs, delivering proactive support, and offering personalized value at scale.

That requires transformation in customer experience (CX), and every vendor promises their technology will do it: AI agents, customer data platforms, and digital servicing, to name a few. But it's difficult to discern the hype from reality, not to mention predict when those technologies might mature and pay off.

Gartner says that "pressure to match the customer experience from digitally native banks and technology companies outside the banking industry has heightened the need to harness data to understand customer needs across entire journeys." Doing this well requires more than surface-level reporting; it demands analyzing customer context and intent across channels. This growing reliance on customer analytics in banking is why CJA is emerging as a core capability: It enables banks to integrate cross-channel behavior and pinpoint the friction and opportunities that truly shape customer trust and loyalty.

RELATED REPORT: High-Stakes Moments in Banking: Customer Expectations for Communication, Channels, and AI

What Is the Gartner Hype Cycle?

A Gartner Hype Cycle “provide[s] a graphic representation of the maturity and adoption of technologies and applications, and how they are potentially relevant to solving real business problems and exploiting new opportunities.” Released each year for a broad range of topics, a Hype Cycle is an analysis to help you understand the risks and opportunities of innovation. When might your business be adopting a technological application too early or too late? Giving up on it too soon or hanging on too long?

Every Hype Cycle includes five phases:

The innovation trigger

A potential technology breakthrough kicks things off. Early proof-of-concept stories and media interest trigger significant publicity. Often no usable products exist and commercial viability is unproven.

The peak of inflated expectations

Early publicity produces a number of success stories — often accompanied by scores of failures. Some companies take action; many do not.

The trough of disillusionment

Interest wanes as experiments and implementations fail to deliver. Producers of the technology shake out or fail. Investments continue only if the surviving providers improve their products to the satisfaction of early adopters.

The slope of enlightenment

More instances of how the technology can benefit the enterprise start to crystallize and become more widely understood. Second- and third-generation products appear from technology providers. More enterprises fund pilots; conservative companies remain cautious.

The plateau of productivity

Mainstream adoption starts to take off. Criteria for assessing provider viability are more clearly defined. The technology's broad market applicability and relevance are clearly paying off.

Customer Journey Analytics: Now a Mature-Mainstream Advantage in Banking CX

The Hype Cycle for Banking Customer Experience discusses technologies and business practices shaping CX in banking. In the 2026 edition, Gartner elevated CJA's maturity rating from early mainstream to mature mainstream in a single year, while holding its benefit rating steady at High. In other words, last year's prediction is playing out: we see CJA in banking is moving faster toward the plateau of productivity than most technologies tracked in the report.

In the Hype Cycle, Gartner defines CJA as “a technology application used to track and analyze customers’ and prospects’ interactions with a bank across multiple channels, providing a holistic view of customer experience. CJA includes channels with human interaction (e.g., a call center) and those that are fully automated (e.g., a website or mobile application). It also includes physical channels (e.g., a branch), and those that provide customer assistance (e.g., live chat and co-browsing).”

According to Gartner, CJA is a strategic priority for a variety of internal roles (e.g., executives for customer experience, operations, IT) as leaders strive to better understand the customer journey across all phases: buying, onboarding, using and advocacy.

RELATED ARTICLE: CSG Named a Leader in the First Gartner® Magic Quadrant™ for Customer Journey Analytics and Orchestration

Why Journey Analytics Matters Now

At CSG, we know banks have the data to deliver personalized experiences. What they don’t often have is visibility into where customer experiences are breaking down. When customers stall in applications, abandon digital tools or call support in frustration, most banks don’t see the full journey behind those actions. Without that view, it’s impossible to anticipate needs or fix issues before customers switch.

We believe CJA closes this gap. By mapping and measuring each phase of the journey, CJA reveals friction points and uncovers what drives conversion, loyalty or churn. Unlike siloed reports, it connects context, behavior and intent across channels into one view leaders can act on.

For marketing teams: CJA shows how customers research mortgage or savings products online, so teams can personalize offers and improve conversion rates.

For CX and support teams: CJA highlights patterns, like “clients who use the cash management dashboard being more likely to call their relationship manager.” With these insights, teams can anticipate needs and deliver proactive, digital-first outreach.

For IT teams: CJA delivers out-of-the-box visibility without months of custom integration work. By saving time otherwise spent building and connecting internal tools, IT can focus on higher-value support—pinpointing where customer experiences are breaking down (such as failed logins, slow application processing, or dropped mobile sessions) and guiding the business on where to prioritize fixes and investments.

CJA gives banks the intelligence to move from reacting to problems after the fact to predicting and preventing them in real time.

How CSG Powers Customer Journey Analytics for Banks

CSG is recognized in both the Gartner® Hype Cycle for Banking Customer Experience and as a Leader in the 2026 Gartner® Magic Quadrant^TM for Customer Journey Analytics & Orchestration, which we believe validates our expertise in helping banks transform engagement.

CSG Xponent is a customer experience platform that connects your systems, helping you anticipate customers’ needs and deliver the right message at the right time, in the right channel to build loyalty and prevent churn. Its core capabilities span journey analytics, real-time orchestration and omnichannel communication.

With CSG Xponent Journey Analytics, you get actionable insights to help you interpret mountains of data. It analyzes customer activity, helping you understand how individual customers experience your bank at every touchpoint and what impact those interactions have. Then you can determine which experiences and business processes need improvement. This discovery-based approach moves beyond reports to show how customers truly experience your bank today. Armed with this visibility, you can anticipate needs, resolve issues proactively and optimize journeys in ways that reduce operational costs, prevent churn and strengthen customer loyalty.

Banking Success Story: Finding Pain Points, Speeding up Payments

To see the impact of journey analytics in banking, consider this example from a top 10 U.S.-based retail credit provider.

Siloed systems made it difficult for the provider to understand why operational and customer care costs were rising, while the customer experience was staying flat. CSG helped integrate more than two dozen siloed systems and analyze customer journeys using current-state analytics. Through discovery, customer journey data analytics revealed previously undetected friction points, such as inconsistent messages across channels and mistimed, confusing payment communications (which caused payment delays and support calls).

With these insights, the credit provider’s CX team took several action steps to improve data management, communication processes and customer journeys:

Unified and structured their historical data for a 360° view
Aligned communications across email, SMS and phone
Simplified payment reminder and onboarding journeys

The brand achieved these outcomes:

Increased 7-day payment rates and payments captured
Decreased support call volume and operational costs

The bottom line: CJA can help businesses like this one (and yours) turn fragmented data into actionable insights, driving both customer satisfaction and business performance.

Gartner, Hype Cycle for Banking Customer Experience, 2026, Kristy Waterhouse, Uri Lerner, Sophia Palmstedt, 25 June 2026.

Gartner, Gartner^® Magic Quadrant™ for Customer Journey Analytics & Orchestration, Christopher Sladdin, Daniel O’Sullivan, Leah Leachman, 23 March 2026.

Gartner and Magic Quadrant are trademarks of Gartner, Inc. and/or its affiliates.

Gartner does not endorse any company, vendor, product or service depicted in its publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner publications consist of the opinions of Gartner’s business and technology insights organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this publication, including any warranties of merchantability or fitness for a particular purpose.

This graphic was published by Gartner, Inc. as part of a larger research document and should be evaluated in the context of the entire document. The Gartner document is available upon request from CSG.