R&D / Discovery
How many patients actually have this disease, diagnosed and undiagnosed?
Know what others can’t by connecting patient, clinical and market signals to understand the true opportunity before committing resources.
This is where epidemiology, feasibility and portfolio strategy converge. When your team can see the true patient population and the diagnostic pathway they actually travel, you commit capital with a confidence the market rarely allows.
Our ecosystem was built so you can know what others can’t: 400M+ patients, 100+ data sources, and one identity spine across the clinical and commercial real-world data ecosystem.
Every project that advances on shaky epidemiologic assumptions costs more to correct later than to validate now. Optimistic prevalence numbers on a population you cannot reach eventually show up in feasibility work and in launch forecasts. Teams who do this well quantify the opportunity with real-world evidence before investing more time and resources.
How many patients actually have this disease, diagnosed and undiagnosed?
What does natural history look like when you follow real patients across care settings, regardless of payer switching?
Where are the current standard of care gaps leaving patients underserved?
How does this opportunity stack against the other programs competing for the same budget?
Public prevalence estimates that are years old. Sizing built on a narrow payer view, or diagnostic pathways stitched together from disconnected sources. If you have ever had to reconcile vendor patient counts that do not agree, you know how much time that takes and how little confidence it produces.
Our ecosystem connects claims, labs, EHR and clinical notes for 400M+ patients in a privacy compliant manner. Cohort definitions can be built against the actual inclusion criteria you plan to use instead of proxy codes. Diagnostic latency can be measured directly. Patients whose lab or symptom signals are consistent with the disease can be identified before they receive an ICD code.
Bring us the patient or market question you’re trying to answer and we’ll help identify the connected signals that can sharpen the opportunity.