# Shining a Light on Shadow Data Webinar

Watch how to Achieve 95%+ Classification Accuracy and Automation with AI-Powered Entity Resolution and RAG with Lightbeam

## About the webinar

Security, privacy, and access governance hinge on accurate data discovery and classification, yet current tools rely on outdated rule-based models, heuristics, or AI approaches that don’t train models effectively across today’s dynamic, unstructured, and shadow IT environments. As data sprawls across disparate systems, organizations struggle to identify shadow data, map it to identities, and enforce access governance effectively.

Lightbeam’s AI-powered entity resolution and retrieval-augmented generation (RAG) techniques address this challenge by automating classification, mapping sensitive data to identities, and applying automated remediations in real-time. This intelligent approach enables precise and automated access controls, enforcement of governance policies, and reduction of attack surface, empowering organizations to proactively manage risk, maintain compliance, and protect sensitive data in an evolving digital landscape.

In this webinar, we’ll demonstrate real-world examples of how security teams can:

- Improve accuracy to 95%+, enabling automated remediation
- Save hundreds of hours spent manually verifying false positives
- Identify simple access governance improvements that lead to reducing risk by up to 80%

## 0%  
Data discovery accuracy

## 0%  
Reduction in data security TCO

“Lightbeam can cover 90% of processes we were doing with four different tools… Productivity dramatically improved and our team’s time can be used for more mission critical responsibilities and less manual work.”

Kiran Sharma  
Director Cybersecurity & Privacy, Snap Finance

[Read Case Study](https://www.lightbeam.ai/wp-content/uploads/2025/09/Lightbeam-Snap-Finance-Case-Study.pdf)

## 300K  
Members' data protected

## 200+  
Data Sources Detected

“We chose Lightbeam because it offered us granular control and unique insights into our sensitive data— including the ability to figure out the identities associated with sensitive data—something no other solution matched.”

David Hanna  
Director of Security, Veridian

[Read Case Study](https://www.lightbeam.ai/wp-content/uploads/2025/08/Lightbeam-Veridian-Credit-Union-Case-Study.pdf)

## 75%  
Faster GDPR compliance

## 2  
Security tools consolidated

“Lightbeam provides the utmost peace of mind for our team, because we know it’s doing all the hard work for us behind the scenes.”

David Eddings  
President of InfoObjects

[Read Case Study](https://www.lightbeam.ai/wp-content/uploads/2025/09/Lightbeam-InfoObjects-Case-Study.pdf)

## 10x  
Productivity improvement

## 200  
Million sensitive attributes discovered

“The alternative to not having a solution like Lightbeam would have been to hire 10 people to perform all of the functions it provides manually.”

Martin Parent  
VP of Operations, AGA

[Read Case Study](https://www.lightbeam.ai/wp-content/uploads/2025/08/Lightbeam-AGA-Benefits-Group-Case-Study.pdf)