Vendor & Product Evaluation
Platform Evaluation for Readmissions Risk Reduction
Conducted a thorough evaluation of a digital care management solution aimed at minimizing hospital readmissions. This assessment encompassed workflow alignment, clinical integration, population targeting, and the effectiveness of predictive algorithms. Provided clear, actionable recommendations to inform adoption strategies, highlight implementation risks, and confirm the platform's potential to add value within a complex healthcare ecosystem.
Data and Infrastructure Review for Dementia Referral System
Evaluated the technical architecture and machine learning readiness of a dementia-focused referral and care coordination platform. Assessed data flow, system scalability, API integration, and ethical guardrails within the AI-driven model. Provided strategic recommendations to strengthen interoperability and support future growth with trust-centered infrastructure.
Health Equity Analytics Assessment for Patient Safety Program
Reviewed an analytical solution aimed at detecting inequities in patient safety outcomes. Evaluated the model design, the representativeness of input variables, and the risk of bias amplification. Provided a framework for developing responsible health equity analytics that emphasize transparency, involve stakeholder engagement, and align with real-world quality improvement objectives.