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Experian Innovation Lab Celebrates 15 Years of Transforming Industries

Published: March 5, 2025 by Editor

Anniversary Showcases Groundbreaking Innovations for Businesses and Consumers

This year marks a major milestone for Experian as its Innovation Lab in North America celebrates 15 years of driving technological transformation. Over the past decade and a half, the Lab has been at the forefront of data and AI-driven solutions, helping our clients reshape industries and expanding financial inclusivity.

A Legacy of Innovation

The Experian Innovation Lab has played a critical role in advancing AI-driven credit risk models, fraud detection systems and no- and low-code AI tools. A groundbreaking achievement is the development of the Ascend Analytical Sandbox™, the industry’s first Big Data architecture-based commercial product. This tool evolved into the Experian Ascend Platform™, revolutionizing data analysis with advanced visualization, seamless model development and deeper consumer insights.

The Lab’s commitment to innovation is exemplified by its work to help develop Experian Assistant, a Generative AI-powered tool using natural language processing to expedite model development and address complex data challenges. By incorporating agentic AI, Experian Assistant enhances credit scoring accuracy for a broader consumer base for financial services clients—aligning with Experian’s mission to foster financial inclusion.

Transformative Technological Milestones

Throughout its 15-year journey, the Experian Innovation Lab has worked on numerous industry-first advancements, including:

  • AI-Driven Marketing & Fraud Detection – Leveraging AI for personalized marketing and real-time fraud detection.
  • Machine Learning for Identity Resolution – Enhancing security and efficiency in identity verification.
  • Generative AI for Consumer Products – Transforming how individuals manage credit and make informed financial decisions.

Shaping the Future of AI and Data Science

At its core, the Innovation Lab thrives on exploration and collaboration. Engaging leadership and fostering grassroots innovation accelerates progress through prototyping and employee-driven ideas. This dynamic approach ensures Experian remains a leader in AI, machine learning and data analytics.

The Lab’s success has inspired additional innovation centers in the UK and Brazil, further amplifying Experian’s global impact.

AI for Good: Innovation with Purpose

Beyond financial services, the Lab has harnessed AI for societal impact. The Experian COVID-19 Outlook and Response Evaluator (CORE), an interactive heat map, helped healthcare organizations identify communities most at risk. By analyzing de-identified health data, this tool helped provide insights for pandemic response.

Additionally, the Lab has used AI to analyze data and generate insights to help combat human trafficking, underscoring Experian’s dedication to addressing social challenges.

As the Experian Innovation Lab enters its next chapter, it remains committed to pushing the boundaries of technology and data science, ensuring its innovations continue making a meaningful impact.


Lessons From The Frontlines Of Generative AI Innovation

Almost three years ago, generative AI made its mainstream debut, and its rapid evolution since then has been nothing short of extraordinary. The pace of innovation has propelled generative AI far beyond its initial capabilities, transforming industries and redefining possibilities. At Experian, we've been harnessing the power of AI and machine learning for over a decade. As early adopters of generative AI, we have witnessed firsthand not only how it has evolved but also the transformative impact it can have on an organization. I recently had the privilege of delivering a keynote at Octane’s Women Leaders of Octane Forum during OC Innovation Week. During my talk, I shared key lessons from being on the frontlines of innovation fueled by generative AI. My three takeaways include: Staying Ahead in GenAI Adoption: As we all know, generative AI is advancing rapidly. Organizations that delay adoption risk falling behind their competitors and stifling creativity and opportunity. It's essential to stay informed about the latest advancements and be proactive in integrating AI into your operations in an ethical and compliant way. Navigating Challenges in GenAI Implementation: From navigating evolving regulations and addressing employee concerns about using AI tools to ensuring responsible usage and addressing AI-powered fraud, there are numerous challenges to tackle when adopting AI in the workplace. It's vital to understand these issues and develop strategies to counter them effectively. How GenAI Enhances Workplace Creativity: As generative AI becomes more integrated into employees’ everyday work lives, there is a concern that it might make some roles redundant. However, generative AI actually frees up more time for employees, allowing them to focus on creative and strategic tasks. This can empower them to achieve new levels of innovation and excellence in their work. We can see the significant impact generative AI has had at Experian by the innovative products and solutions we've developed over the years. Take, for example, Experian Assistant, a generative AI-driven solution designed to dramatically accelerate data modeling lifecycles, reducing model development time from months to days, and sometimes mere hours. This advancement enables faster, more efficient data analytics and insights. Additionally, our Innovation Lab, which recently celebrated 15 years of driving technological transformation, continues to leverage data and AI-driven solutions to push the boundaries of what's possible. As we continue to navigate the evolving landscape of generative AI, it's clear that the journey is just beginning. At Experian, we remain committed to championing a culture of collaboration and fostering innovation in order to pioneer new AI-powered solutions that create opportunities that drive transformative change.

May 20,2025 by Kathleen Peters

Balancing the AI Revolution with Innovation and Integrity

We can unequivocally say artificial intelligence (AI) is single-handedly transforming industries right in front of our eyes. From improving fraud detection to developing AI-powered chatbots to manage customer inquiries, AI is reshaping how businesses innovate and operate. As we navigate the rapidly evolving landscape of AI, businesses across the spectrum have to continue balancing innovation with ensuring the technology is used in a responsible and ethical manner. At Experian, we believe the dual focus not only drives our technological advancements forward but reinforces our commitment to helping provide fair and transparent outcomes for consumers. We recognize the power of AI lies in its ability to transform data into actionable insights, empowering businesses to make more informed decisions, enhance customer experiences and improve operational efficiencies. For instance, we recently launched the Experian Assistant, which is part of the Experian Ascend Platform™. This agentic AI tool leverages natural language inputs to help reduce the time it takes to develop complex analytical models and solve for multifaceted use cases. In addition, the tool allows financial institutions to explore vast datasets and deliver more value to customers.  However, with great power comes great responsibility. As we continue to harness the technology and unlock the full potential of AI, we are committed to understanding and defining the right frameworks for responsible innovation and the ethical use of AI solutions.  Our approach to the responsible use of AI allows us to get ahead of the potential risks instead of responding and reacting. Experian’s governance frameworks on the use of AI are built on intentional and deliberate choices about our policies and principles; it empowers us to innovate, as well as build trust with our clients, consumers and the broader community.  We believe that ethical AI use is a fundamental aspect of our corporate responsibility. In addition to our internal governance, we actively collaborate with our clients and other industry leaders to help shape the future of AI. Actively engaging with industry stakeholders allows to us to contribute to the standards that help promote transparency, fairness and accountability. While we are excited about the potential of AI and its ability to transform the financial services industry and beyond, we are steadfast in our commitment to its responsible use. To realize the full promise of AI, all stakeholders need to be a force for positive change. Related Posts

Apr 07,2025 by Shri Santhanam

Expanding the Keyhole with Experian Cashflow Score  

In some instances, the ways in which lenders make decisions is not unlike looking through a keyhole. From this vantage point, there is some information, but it isn’t the whole picture. Lenders are often making decisions on a subset of information about a consumer. And for millions of people in America, including those who are thin-file or credit-invisible, the amount of information available is limited.   Our goal is to help our clients gain a more representative understanding of consumers to better inform their decisions and ultimately better serve consumers.   Credit reports and traditional credit scores will continue to be an extraordinarily important part of the process, but we’re continually asking ourselves: how we can leverage our unique vantage point to help our clients obtain a more complete picture to create new opportunities for consumers?   One proven way we can achieve this is by helping financial services companies more easily leverage consumers’ banking and transaction information through open banking. This information can advance financial inclusion by providing a more comprehensive and accurate view of a consumer while giving consumers greater control of their data. And our research shows most consumers are onboard, with 71% stating they’re willing to provide this information if it increases their likelihood of qualifying for credit.1 Introducing Cashflow Score  Today, we’ve unlocked an exciting milestone in making the use of this information more accessible with the launch of Cashflow Score. This is the latest in a short list of products that can be used to make lending decisions, leveraging consumer-permissioned transaction information to more accurately assess risk, particularly for credit invisible or un-scorable consumers who have a bank account.  The score provides lenders with a clearer view of an applicant’s financial behavior, including income, expenses, cash reserves, and more, to enhance risk assessments with up to 25% lift in predictive performance.2 Our solution can easily integrate into lenders’ existing workflows in conjunction with traditional credit scores for credit decisions.   This means lenders can now leverage Cashflow Score in first and second chance credit decisions to assess applicants with limited or nonexistent credit histories, using only bank account data.    The future of financial inclusion  Open banking and transaction data can help create a future where we can help bring financial power to all.    As the only financial services company offering both traditional scores and cashflow-based scoring solutions developed in-house, we are uniquely positioned to connect credit outcomes with transaction data. And we’re just scratching the surface with solutions like Cashflow Score.   As we continue to innovate and embrace the possibilities of open banking, I am optimistic about what lies ahead and how we can expand the keyhole even further.   Together, we can create a more inclusive financial system where everyone has the opportunity to thrive.  [1]  Experian commissioned Atomik Research to conduct an online survey of 2,005 adults throughout the United States. The makeup of the sample is representative of the U.S. population based on national census data regarding demographic variables such as gender, age and geographical regions. The margin of error for the overall sample is +/- 2 percentage points with a confidence level of 95 percent. Fieldwork took place between March 17 and March 21, 2024. [2]  Based on Experian analysis when Cashflow Score is compared to conventional credit scores, tailored to targeted risk tiers. Predictability based on KS. Related Posts

Mar 25,2025 by Ashley Knight

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