Defensible evidence at every stage of the product life cycle.
From early discovery through label expansion and post-market work, the platform produces results that hold up under FDA review, peer review, and contract audit.
Where teams use the platform.
Patient finding and cohort discovery
Identify patients who match clinically meaningful definitions, including criteria locked in unstructured notes that structured-only tools miss.
Treatment response and subgroup analysis
Evaluate response across longitudinal trajectories. Find the subgroup where the signal lives and validate it with conventional statistics.
Label expansion and post-market surveillance
Real-world data packages built to match FDA expectations for source data, validation, and reproducibility.
Comparative effectiveness
Head-to-head comparisons across treatments, with cohort definitions, code, intermediate tables, and outputs all reviewable.
Rare-disease characterization
Assemble defensible cohorts in disease areas where structured data alone is sparse, by extracting from the notes that contain the diagnosis.
Health economics and outcomes research
Outcomes, utilization, and cost analyses linked across EHR, claims, and other sources via privacy-preserving tokenization where needed.
Built to satisfy regulator, scientific, and client audit.
The platform is built in close alignment with FDA guidance for real-world data. Every claim links to its source. Every analytic step is recorded. The deliverables are not a chatbot transcript; they are a complete, auditable package that anyone, including a regulator or a journal reviewer, can follow from the original clinical note to the final result.
How a typical project runs.
Engagements run on whichever data fits the question: our own data via our partnership with Harris Computers, the client's own data when they hold the relevant records, or licensed and linked third-party datasets when the right view of a question lives across multiple sources.
Have a study in mind?
Tell us about the question. We will tell you whether our data, your data, or a linked combination is the right fit.
Talk to our team