Clinical Data Integration: Connecting Trial, Lab, and Real-World Data
Clinical data integration is where most health systems are quietly losing ground. Clinical data integration is where most health systems are quietly losing ground. Not because they lack data, but because the data they have doesn't connect. Trials in one system, labs in another, EHR records in a third, claims somewhere else entirely. And the research cycle takes years longer than science requires. That is an architecture problem, and it compounds every quarter it goes unaddressed. Why Fragmented Clinical Data Costs More Than Organizations Realize Data silos don't just slow research but also distort it. The costs show up at every layer of the research and care cycle: Protocol adjustments that should take days stretch to weeks Patient matching for trials runs against partial clinical pictures Outcomes measurement fails at the reporting layer, even when clinical performance is strong The regulatory dimension is direct. The Office of the National ...