The platform that gets you from question to manuscript.
Investigator-initiated studies, grant-supported work, and longitudinal cohorts, with the methods exposed and citation-level evidence built in.
Built for the work researchers actually do.
Cohort definition
Define complex inclusion and exclusion logic in plain English. The platform converts the description into queryable graph filters.
Longitudinal trajectories
Follow patients across years of structured records and clinical notes. Capture the history that single-visit datasets cannot.
Manuscripts and grants
Studio produces tables, figures, and drafts. Scholar finds and inserts citations. The full analytic record travels with the deliverable.
Reproducibility
Every cohort, code path, and intermediate table is persistent and reviewable. A peer reviewer or collaborator can rerun the work.
Investigator-initiated studies
Run your own work on the platform with your own questions. Hands-on access to the graph and the analytic environment.
Cross-database validation
Benchmark cohorts and extractors against external datasets, including MIMIC-III, to support generalizability claims.
Working with researchers who care about defensibility.
The platform has been developed and validated in collaboration with leading academic and government research programs.
- Drexel University, School of Medicine
- Stanford Health Care
- NIH SBIR program
- Coulter Foundation, Drexel Translational Research Partnership
Our research team publishes openly. Recent work includes a peer-reviewed framework for statistically verified LLM extraction (AAAI FSS-25), a longitudinal patient-journey study applied to GLP-1 receptor agonist therapy (under review), and an arXiv preprint on patient knowledge-graph construction at population scale. See all publications
Have a study you want to run?
Tell us the question. We will tell you whether the platform is a good fit and what the path looks like.
Talk to our team