Fix the data, then deploy the models: A practical guide to AI-driven network design
Thursday, October 30th, 2025 | 12:00 PM - 1:00 PM CT
Provider network performance is now a competitive differentiator for health plans. Members expect choice and access, regulators expect adequacy and parity, and executives expect measurable ROI. The catch: artificial intelligence and machine learning only create value when the underlying network data is accurate, governed and aligned to real decisions.
Join this webinar for a straightforward, technical-to-operational playbook. The discussion will cover how to identify and remediate data quality issues (duplicates, stale affiliations, taxonomy and NPI mismatches), how to engineer features that reflect actual cost, quality and utilization.
Key takeaways:
- How to profile and fix the data issues that break network analytics and ML
- How to use competitor composition and leakage analyses to inform design and contracting
- How CIOs and CTOs evaluate AI proposals, and the artifacts that accelerate approval
Presenters:
James Lamb
Vice President of National Payers, Quest Analytics
Stephen Gold
Senior Advisor at Vestar Capital, Board of Directors Member, Quest Analytics