How to Validate Media Measurement Systems Built with AI

AI has become a go-to tool for campaign measurement and attribution, yet many organizations lack confidence in the accuracy of AI-driven results and do not consistently validate them.

Join the ARF Cross-Platform Measurement Council for presentations by experts, followed by a practical discussion on validating AI-powered measurement models and systems. Discover proven validation approaches, frameworks, and tools that actually work based on real case studies.

What you’ll learn:

• Real-world validation case studies and lessons learned
• Common risks and pitfalls of unvalidated AI measurement systems
• What “context rot” is and why it matters when evaluating AI-built models

Key takeaways:

• Steps to validate AI-driven measurement models
• The role of human analysts in the validation process
• Tools and technologies that can support measurement validation
• When human review is essential and when AI can self-validate

An audience Q&A and panel discussion will provide opportunities to explore real-world applications and provide practical guidance.