Most Expert Determinations are not shaped by statistical analysis alone. They are also shaped by factors beyond the dataset, including how the data will be used, who can…

Healthcare is undergoing a historic digital transformation. Advances in interoperability, data sharing, and health information exchange have the potential to improve care coordination, reduce administrative burden, and empower…

Introduction Veterans in the United States shouldn’t have to worry about the privacy of their health data. Between data breaches of the Veterans Health Administration and CPAP Medical…

Life Sciences organizations face growing pressure to generate real-world evidence (RWE) faster and at greater scale-for internal decision-making, publication, and external stakeholders, including regulators and payers.Speed is now…

Healthcare has made real progress on digital access. Portals are common. APIs are expanding. Federal policy continues to reinforce what should be obvious: patients have a right to…

Life Sciences is at an inflection point. Real-world data (RWD) and AI have progressed from pilot programs and proof-of-concept experimentation to core components of clinical development and evidence…

I. The Persistent Execution Gap in RWE Generation in Clinical Development We have previously articulated the case for systematic, integrated RWE generation beginning early in drug development -…

Life sciences organizations have long struggled with fragmented, time-intensive processes for discovering, assessing, and purchasing real-world data (RWD). These bottlenecks delay evidence generation, slow clinical and commercial decision-making,…