Explore the QII Healthcare AI Quality Framework
QII Insights
Independent research and executive interpretation for leaders responsible for healthcare AI quality, Medicare Advantage performance, governance, and measurable value.
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Current QII Research
QII Healthcare AI Quality Framework™
A six-domain capability model connecting strategy, data, intelligence, intervention, governance, and outcomes.
View the FrameworkThe State of AI in Medicare Advantage Quality
An evidence-based examination of what AI currently supports in Medicare Advantage quality—and where evidence remains limited.
Read the BriefingPublication pipeline
Planned Publications
The dates below reflect QII’s controlled publication pipeline. Release timing may change when evidence governance, editorial review, design, or final release QA requires additional work.
From Prediction to Intervention
Why healthcare quality AI must estimate who is most likely to benefit, not only who is at risk.
AI and Medication Adherence
From Prediction to Intervention: Executive Interpretation
Measuring Healthcare AI Beyond Accuracy
AI-Guided Care-Gap Closure
The QII Healthcare AI Quality Maturity Model
The Economics of Healthcare AI
Healthcare AI Quality 2027
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