AI Developers
High Quality Healthcare Datasets for AI Development.
Advancing AI together. Explore one of the largest longitudinal, de-identified healthcare datasets for AI development and analytics.
The Harmony Ignite™ Platform
Most healthcare datasets are too narrow, too shallow, or too fragmented to support effective AI training in healthcare. Harmony Ignite™ provides high-fidelity, de-identified healthcare data spanning decades—linking EHR, laboratory, administrative, and other healthcare data from the same institutions over time.
- Longitudinal patient-level healthcare datasets across clinical and operational data.
- De-identified healthcare datasets designed for machine learning and analytics.
- Consistent, research-ready data structured for real-world use cases.
Data that Drives Innovation
100M+ patient
lives
Represented in a primary source of de-identified healthcare data.
500+ health system relationships
Hundreds of organizations contributing longitudinal healthcare data over decades.
20+ years of de-identified data
Multi-domain healthcare data—spanning clinical, administrative, and financial.
20+ years of data stewardship
Proven experience in governance, compliance, and security.
Data Characteristics
Trusted AI starts with trusted data. Harmony Ignite™ delivers large-scale, de-identified, longitudinal healthcare datasets that support advanced AI development, analytics, and more reliable research.
Use Cases
AI and Machine Learning
Train predictive models, develop clinical algorithms, and build advanced analytics using longitudinal healthcare datasets.
Clinical and Outcomes Research
Analyze real-world data in healthcare to support outcomes analysis and population insights.