Welcome to the Experian Thought Leadership Hub

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.

Discover how lenders can strengthen prime portfolio performance by combining traditional credit risk strategies with first-party fraud analytics to identify hidden risk and improve early payment default detection.

Key insights:

• Traditional credit scores measure ability to repay but may not identify consumers with no intent to repay. 
• First-party fraud models can uncover hidden early payment default risk within prime portfolios and improve risk segmentation. 
• Research shows measurable lift in early delinquency detection and ROI when fraud analytics complement credit scoring.

Uncover how a coordinated fraud ring scaled into a full force ATO invasion, connecting 166 devices across nearly 300 accounts in just 30 days. Explore how specialized roles from reconnaissance to monetization worked together to bypass controls, exploit vulnerabilities, and outpace defenses, and why real time behavioral, device, and network intelligence is critical to stopping attacks early.

Dive into a large-scale account takeover (ATO) attack where loosely coordinated fraudsters use low-touch logins to validate credentials and harvest data across 100+ accounts. Learn how unstructured fraud rings achieve rapid scale, why behavior is the hardest signal to fake, and how multidimensional analysis exposes hidden connections to stop attacks early.

See how a single attacker leveraged fraud ring tactics to compromise over 50 accounts in under 30 days—and how to detect and stop solo account takeover attacks at scale.

Key insights:

• Lone fraudsters can replicate fraud ring tactics using playbooks, tools and stolen credentials
• A single device can target dozens of accounts rapidly with consistent, repeatable actions
• Behavioral, device and location signals help distinguish imposters from legitimate users
• Stopping high-risk devices early prevents attacks from scaling across multiple accounts

Explore how modern fraudsters use coordinated, strategic attack methods—and learn how to detect, disrupt and prevent them using behavioral intelligence and real-time insights.

Key insights:

• Fraudsters use structured attack strategies like reconnaissance, blitzes and deception to exploit weaknesses
• AI-driven bots and automation are rapidly increasing the scale and speed of fraud attacks
• Behavioral analytics reveals hidden fraud signals traditional tools miss
• Early detection and layered defenses help stop attacks before they escalate

Uncover a coordinated account takeover fraud ring in action and learn how it was stopped using behavioral, device and network intelligence.

Key insights:

• Fraud rings operate with structured roles to efficiently execute account takeover attacks
• Compromised accounts can be connected across devices, revealing coordinated activity
• Behavioral, device and network intelligence expose fraud signals traditional tools miss
• Stopping ATO requires identifying and dismantling the full fraud ring, not just individual logins

In this webinar, Experian experts explore how organizations can apply proven consumer fraud prevention tactics to strengthen commercial lending defenses.

What you'll learn:

• How consumer fraud strategies can be adapted for commercial use cases
• Where commercial lending is most exposed and how to mitigate risk
• How shared signals across identity, behavior and devices can improve detection

Innovations in post-login fraud have exposed gaps in login defenses. How are leading businesses responding? Experts from TD Bank and Experian take a look at modern ATO attacks and scams — and how to stop them.

What you’ll learn:

• How fraudsters exploit vulnerabilities in login defenses
• The operating structure of a real-world ATO fraud ring
• Keys to stopping coordinated attacks in real time