Rigorous research.
Robust intelligence.
Our AI empowers patients to navigate their health and enables them to contribute to research






U.S. EMR Coverage
Diseases in 10+ therapeutic areas
Publications
We unlock meaningful insights for participants.
Participants choose to enroll in research
They sign an informed consent form to enroll in a study, enabling them to contribute their anonymized data to research of their choice.
Streamlined research participation
- 100K+ patient journeys mapped
- 79 Patient Net Promoter Score (NPS)


Patients' complete medical journeys, identified
Our AI technology identifies every site where the patient has received care.
Data Collected
- Records from 100K+ ambulatory and inpatient sites in all 50 states
- 80+ specialties and subspecialties
Full retrieval across all sites of care
AI-enabled retrieval systems collect documentation from all care touchpoints regardless of care setting, data type, and file format.
Rapid data collection across sites
- 32M+ notes retrieved to date
- Records spanning 50+ years of care


AI-driven structuring of clinical data
Our fine-tuned medical LLM is purpose-built to structure records and identify key data elements based on your research needs.
Heterogeneously trained model
- 350M+ clinical endpoint labels
- Diverse patient populations
- 3X better performance than GPT-4 for clinical named entity recognition
- 47% better performance than leading medical LLMs when abstracting over records
Meaningful insights based on your research needs
By synthesizing information across your patient population's records, we transform raw data into structured, actionable insights.
Stronger insights
- 75+ publications
- FDA submission
- Research in 40+ diseases and 10+ therapeutic areas

Faster, more efficient, and stronger insights
Fast access and retrieval
We have built direct pipelines with every major care site to conduct retrieval from anywhere in the U.S.
High-integrity insights
Our team of epidemiologists, clinicians, and biostatisticians, combined with programmatic quality controls and our industry-leading LLM, ensure that insights are accurate, complete, and aligned to your research questions.
Flexible by design
Our AI model’s mapping, structuring, and abstraction capabilities support efficient updates as research questions evolve.
Sustained patient engagement
By returning a curated health history to every patient, we enable 98% patient retention year over year.