Using ML, AI and RWD to Infer HCP Specialties

This whitepaper presents a structured analysis of prior authorization outcomes for RA treatments requiring medical benefit coverage. It examines real-world access barriers from the perspective of payer decision patterns, documentation requirements, site of care, and plan type. Unlike claims-based studies or survey-based research, this analysis draws from actual prior authorization cases, providing a direct window into the real-world challenges faced by prescribers and patients alike.

Case study on how a neuro biologic brand leveraged SamaCare’s insights and interventions platform to decrease patient access friction and improve patient starts.

Case study on how one mature/late stage biopharmaceutical brand leveraged SamaCare’s insights and intervention platform to decrease administrative related discontinuations of their drug and maintain market share during a biosimilar release.