Learning & resources
Articles, briefs and papers
What the Gaine team has written on health data management: provider data, member and patient records, interoperability rules and the platform underneath.
36 items
Gaine Recognized in the 2026 Gartner® Magic Quadrant™ for Master Data Management Solutions
Gaine Technology today announced its placement as a Niche Player in the 2026 Gartner Magic Quadrant for Master Data Management Solutions.
AI Inference: The Hidden Cost of Your AI Strategy
As AI moves into production, many HCLS organizations are facing massive, unexpected cloud bills. The hidden driver is AI inference running on fragmented data. Learn what fuels these recurring costs and how an operational control pane helps you fix the data fragmentation inflating your AI budget.
The Hidden Cost of AI Inference in Healthcare
AI costs are driven by your data quality. Learn how health plans can lower inference spend and improve AI accuracy. Download the free white paper.
Provider Directories and the New SEP: Navigating the 2027 Medicare Advantage Mandates
Protect your Medicare Advantage enrollment from the new CMS Special Election Period. Discover how Gaine HDMP ensures provider directory complianc
Why Are Health Plans Losing 88% of No Surprises Act Disputes?
Solving SB 306 Compliance with Auditable PA-to-Claims Matching
Gaine PA to Claims Matching Service: Auditable, regulation-ready lineage for SB 306 compliance. Link authorizations to claims with defensible accuracy.
How Inaccurate Provider Data Kills Patient Acquisition
Stop losing referrals to outdated directories. Sync provider data across all your health plans in real-time and protect patient acquisition with Gaine HDMP.
Gaine Positioned as a Leader in IDC MarketScape for U.S. Provider Data Management for Payers (2025–2026)
Gaine positioned as Leader IDC MarketScape for U.S. Provider Data Management for Payers (2025–2026)
When “Good Enough” Data No Longer Cuts It: Why Health Plans Need an Enterprise Operational Data Layer
When member relationships change, does your data keep up? Gaine HDMP synchronizes dynamic consents and guardianship for accurate, compliant payer engagement.
Real-Time Operational MDM: The Missing Link
Is your healthcare MDM creating a static "museum" of data? Learn why shifting to Operational Data Management is critical for payers to handle dynamic relationships, improve compliance, and fix provider directories in real-time.
The Walking Dead in Your Database: Why “Zombie Consent” is Eating Your Strategy Alive
"Zombie Consents" are active but legally invalid records haunting your database. Understand how these expired permissions create hidden compliance and data privacy risks.
Windows 10 Is Gone. Don’t Let Your Data Migration Be Next Year’s Crisis.
Struggling with post–Windows 10 data migration? Learn how to derisk healthcare system upgrades, retire legacy apps, and build a trusted data foundation for 2026.