Droice builds advanced AI middleware that quickly and precisely converts messy real-world patient data into analysis-ready form that pharma firms and health systems use to conduct novel research, create virtual control arms, measure intervention performance, improve clinical decision-making, and cost-effectively honor value-based contracts.