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The innovation gap in lending decisioning (and where it’s costing you most)

by Stefani Wendel 5 min read March 26, 2026

AI-decisioning

Lending hasn’t slowed down—but many decisioning processes have.

Applications are coming in faster. Fraud is becoming more sophisticated. Borrowers expect near-instant responses. And yet, inside many organizations, decisions are still being made across fragmented systems, manual reviews, and rigid strategies that weren’t designed and aren’t optimized for today’s environment.

That broadening gap isn’t just an operational issue but often stems from a lack of innovation as well. And it’s quietly costing lenders growth, efficiency, and competitive position.

When decisioning falls behind, some symptoms are easy to recognize, like applications taking days to process, teams overloaded with manual reviews, and credit and fraud decisions happening in separate platforms. Others are not as obvious, but arguably more impactful, slipping bottom lines and fraud and therefore losses lurking in lenders’ portfolios.

The root issue is a fragmented infrastructure. Experian has reported that while 79% of financial institutions surveyed globally want fewer vendors or more unified approaches, they typically use eight or more tools across credit, fraud and compliance. As most decisioning environments cannot integrate data, adapt strategies, and execute decisions in real time, lenders often have to make tradeoffs. Speed vs. accuracy; growth vs. risk; and automation vs. control are just some.

Meanwhile, the market has moved on. Leading lenders are no longer optimizing individual steps. They’re rethinking decisioning as a connected, intelligent system.

Gaps forming from status quo in 8 key decision areas

Across the lending lifecycle, there are eight critical moments where decisioning can either accelerate growth or create friction.

  1. Pre-qualification: Pre-qualification should expand your funnel with confidence. But limited data access and static criteria often result in overly conservative targeting or missed opportunities. Additionally, the delay in acting on a pre-qualification funnel highlights a key area for opportunity among many lenders.
  2. Instant credit decisions: Customers expect real-time outcomes. When decisions rely on manual intervention or fragmented inputs, speed and conversions suffer.
  3. Prescreen and targeting: Disconnected data and rigid segmentation can lead to poorly aligned offers, reducing response rates and wasting acquisition spend.
  4. Credit line management: Without dynamic strategies, credit lines may be too restrictive (limiting growth) or too aggressive (increasing risk).
  5. Early delinquency management: Missed early signals and delayed interventions make it harder to prevent accounts from deteriorating.
  6. Mid- and late-stage delinquency: Strategies that don’t adapt to evolving borrower behavior reduce recovery effectiveness and increase losses.
  7. Collections and recovery: Manual, one-size-fits-all approaches limit recovery rates and increase operational cost.
  8. Ongoing strategy optimization: Perhaps the most overlooked gap: many lenders lack the ability to continuously test, learn, and refine decision strategies as conditions change.

What these gaps are really costing you

Individually, each of these breakdowns may seem manageable. Together, they can create systemic drag on performance.

That shows up in four critical ways:

  • Missed growth opportunities: Good borrowers are declined, abandoned, or never targeted in the first place. Credit offers fail to align with actual borrower potential.
  • Higher operational costs: Manual reviews and disconnected workflows consume time and resources that could be spent on higher-value work.
  • Increased fraud exposure and friction: Fraud is proliferating and becoming more expensive to manage. The Federal Trade Commission reported $12.5B were lost to fraud in the U.S. in 2024, a 25% increase over the prior year. For many financial institutions, the first reaction is often to add more steps to the decisioning process, which can impact good borrowers.
  • Increased competitive pressure: Fintechs and modern lenders are focused on delivering faster, more personalized experiences, capturing share while traditional processes lag behind. 80% of banks and credit unions plan to increase their technology spending in 2026, yet many continue to fall short on planned system deployments, according to Cornerstone Advisors’ annual “What’s Going On in Banking” research report.

What innovative decisioning leaders are doing differently

Leading lenders are changing how decisions are made, creating a competitive advantage. Instead of stitching together point solutions, they’re adopting a more integrated approach that brings together:

  • Comprehensive data – including both credit and fraud insights
  • Optimized decision strategies – designed to balance growth and risk
  • Real-time execution – enabling faster, more consistent outcomes
  • Continuous optimization – adapting to changing market conditions
  • Strategic partnerships – leveraging third-party industry expertise to augment their own

This shift eliminates the need for tradeoffs and instead allows lenders to increase approvals while maintaining control, reducing manual effort while improving consistency, and responding faster without sacrificing confidence.

The stakes are high and the competition for consumers is even higher, particularly against a backdrop of ever-evolving fraud risks, continuously increasing consumer expectations for seamless, digital-first experiences and often limited resources.

Nearly half of banks and 59% of credit unions have already deployed generative AI, with more investing now, according to the Cornerstone Advisors’ report.

Closing the innovation gap requires a more fundamental shift toward decisioning systems that are connected, scalable, and built for continuous change.

A new foundation for decisioning

This is where platforms like Experian Decisioning are changing the landscape.

By bringing together credit and fraud insights, decision strategies, and a flexible technology architecture, lenders can move beyond fragmented processes and build a more unified, intelligent decisioning approach.

One that fits within existing systems but also evolves with your needs.

Where to start

Impactful change doesn’t need to be an overhaul of everything at once for most organizations.

The first step is understanding where your biggest gaps exist, and which decision areas are creating the most friction or missed opportunity. Once you can see where decisioning is not optimized, you can begin to redesign it in a way that’s faster and more adept for what lending has become.

By making better decisions, faster, and with greater confidence, lenders can process applications more efficiently and also break away from the pack by leveraging decisioning as a strategic advantage.

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Three winners were announced at Experian’s inaugural Vision Awards ceremony held on Tuesday, October 7 in front of more than 800 attendees at Experian’s Vision Conference held in Miami, Fla. Figure, PREMIER Bankcard and Members First Credit Union were recognized for their work in artificial intelligence, innovation and financial empowerment. The four-day gathering provided a dynamic forum for exploring the latest innovations shaping the future of data-driven decisioning. “Our Vision Awards celebrate the unique impact financial industry leaders can have when data, technology and purpose align,” said Jeff Softley, CEO, Experian North America. “We are proud to recognize these three organizations with whom we collaborate to drive opportunities and help create change for society as a whole.” The Vision Awards recognize the achievements of organizations that accelerate action. These forward-thinking institutions leverage artificial intelligence, innovation and financial empowerment to drive opportunities and create actionable change for consumers, businesses and society. Recognizing Leaders in AI, Innovation, and Financial Empowerment A panel of interdisciplinary judges reviewed nominations from across industries across the regions, evaluating submissions based on rigor, originality, and impact. The 2025 winners reflect how organizations are leveraging data and technology to advance innovation and inclusion. Excellence in AI: Figure Figure’s submission showcased how it has redefined consumer lending outreach through an AI-driven targeting engine powered by more than 90 machine learning models and 5,000+ behavioral and financial features. By combining Experian’s prescreen data with proprietary insights, Figure delivers highly precise, cost-efficient firm offers of credit — helping it become one of the top three home equity line of credit lenders in the U.S. “This win reflects more than just a successful application of AI. It represents the broader innovative culture deeply embedded in our company’s DNA,” said Ruben Padron, Chief Data Officer at Figure. “Our work with Experian has been instrumental in helping us assess creditworthiness and predict borrower intent with greater precision.” Excellence in Innovation: PREMIER Bankcard PREMIER Bankcard continues to demonstrate how financial inclusion and innovation go hand in hand. From modernizing its technology to reimagining its product suite, PREMIER has made bold strides to serve the underserved and democratize access to credit. “This award affirms our belief that financial inclusion and innovation must go hand in hand,” said Chris Thornton, Senior Vice President of Credit at PREMIER Bankcard. “We’re committed to reaching those who need it most, and Experian has proven to be an exceptional partner in that mission.” With more than 30 million customers served, PREMIER has become a leader in first-time and second-chance credit, while also giving back more than $4 billion to charitable causes through its partnership with First PREMIER Bank and founder Denny Sanford. “We’re here to change lives,” Thornton added. “That’s how we measure success — and that’s ultimately what we’re investing in.” Excellence in Financial Empowerment: Members First Credit Union Members First Credit Union was honored for its commitment to inclusive lending and community development across Michigan. In 2024 alone, the credit union’s programs helped thousands of members access fair and affordable credit, supported 166 community organizations, and contributed nearly $230,000 in donations — backed by 2,000 volunteer hours from its employees. “Our impact demonstrates how mission-driven financial institutions can meaningfully expand access, strengthen communities, and foster long-term financial health,” said Carrie Iafrate, CEO/President at Members First Credit Union. “We’re honored to receive this recognition and inspired to continue helping individuals thrive financially.” Honoring the Judges Behind the Vision The 2025 Vision Awards were evaluated by a distinguished panel of judges representing both Experian and external associations and partners in the financial inclusion community, including: Lisa Cantu-Parks, Vice President of Resource Development, Unidos Jean Carlos Rosario Mercado, Juntos Avanzamos Program Officer, Inclusiv Ian P. Moloney, Senior Vice President, Head of Policy and Regulatory Affairs, American Fintech Council Marc Morial, President and CEO, National Urban League Kevin O’Connor, Senior Vice President, Membership and Sponsorship, Consumer Bankers Association Their expertise ensured that the winners reflect the industry’s highest standards of innovation, integrity, and impact. Ian P. Moloney, Senior Vice President, Head of Policy and Regulatory Affairs, American Fintech Council, and Rhonda Spears Bell, Senior Vice President and Chief Marketing Officer, National Urban League, were at the recognition session at Vision and shared about their organizations and experience serving as a judge. Video messages were also shared from Jean Carlos Rosario Mercado of Inclusiv and Kevin O’Connor of Consumer Bankers Association, who were unable to attend the live event. “I greatly appreciated the opportunity to participate as a judge in the Experian Vision Awards because it provided me a chance to look beyond my usual day-to-day, and understand the myriad of innovations and projects going on to help consumers and the industry,” Moloney said. “The award winners tonight showcase the best of our industry, and I appreciate the opportunity to take part in highlighting their success.” “I’m inspired by the outstanding organizations we’re celebrating tonight - each making a lasting impact in our country and globally,” Spears Bell said. “I want to take a moment to recognize Experian - not only as a valued corporate partner, but as a true ally in our mission to advance financial literacy, stability, and generational wealth.” Looking Ahead: Vision Awards 2026 Experian will continue to champion progress in financial services and across all industries, and the Vision Awards offers one of the avenues through which the industry can recognize organizations driving change through responsible innovation. Submissions for the 2026 Vision Awards open on June 1, 2026. To learn more about this year’s winners and how to apply for next year’s program, visit the Vision Awards page.

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