Welcome to the Experian Thought Leadership Hub

Learn how fraud teams can recognize scam activity earlier and strengthen prevention across the customer lifecycle.

• Explore five common scam types and their lifecycles 
• Identify behavioral, device and payment red flags 
• Understand how AI is changing scam tactics 
• Discover tools for detecting high-risk activity sooner

Prepare your portfolio before peak holiday spending with insights into changing consumer behavior, credit trends and risk signals.

• Understand how income divergence is reshaping portfolio risk.
• Learn how BNPL, AI and alternative data influence lending decisions.
• Identify strategies to grow wallet share while managing early delinquency risk.
• Prioritize actions before the holiday shopping season begins.

Prepare your checkout strategy for peak shopping season with practical guidance on balancing fraud prevention and customer experience.

• Learn how false declines affect revenue and loyalty.
• Explore layered identity and authentication strategies.
• Improve approvals while reducing unnecessary checkout friction.
• Review a retailer case study with measurable business outcomes.

Learn how financial institutions can modernize model risk management to govern AI responsibly at scale.

• Explore adaptive AI governance principles for regulated environments
• Understand the LLM-as-a-judge governance review approach
• See how AI-assisted governance improves oversight, evidence and accountability

Discover where leading institutions are taking decisioning:

• Explores why intelligent decisioning is becoming a competitive advantage for financial institutions.
• Examines research on AI, data, governance and decision intelligence.
• Highlights common modernization challenges and practical strategies for improving decision outcomes.

By the time your campaign launches, the data behind it is already outdated. The result? Missed opportunities, wasted spend and underperforming campaigns.

In this white paper, you’ll learn how to:

• Identify where delays are impacting your campaign performance
• Evaluate time-to-decision and execution gaps
• Connect data, modeling and activation more effectively

Bayesian Optimization offers a more efficient way to tune machine learning models at scale. This white paper presents a controlled comparison with Grid Search using production credit-risk data to measure runtime and model performance.

• Up to 80× faster hyperparameter tuning
• No loss in CV or holdout AUC
• Evidence from LightGBM credit-risk models
• Guidance for governed ML environments

Explore how you can reframe engagement as a growth strategy and use CLV as a leading indicator of sustainable profitability.

Learn how to:

• Move beyond one-size-fits-all tools and experiences.
• Meet customer expectations for financial wellness and identity protection.
• Accelerate time-to-market with modern, embeddable solutions.
• Deliver a cohesive customer experience that drives growth.

Mortgage lenders face rising fallout, affordability strain, and shifting borrower expectations. This white paper explores how embedded financial wellness strengthens conversion, reduces risk, and builds long-term trust.

• Improve inquiry-to-close conversion
• Manage risk with real-time credit insights
• Address affordability pressures proactively
• Deepen engagement and drive sustainable growth