Build fit-for-purpose datasets from 15M+ de-identified patient records
Lighthouse helps biopharma, CROs, researchers, and AI teams assemble governed datasets for trials, research, and AI/ML.
How it works
Simple, governed access to real-world patient data
Define cohort
Specify your study parameters and data requirements
Validate feasibility
Review available records and data completeness
Deliver securely
Receive governed datasets via secure transmission
Why Lighthouse
Purpose-built for enterprise research teams who need quality data, fast
Speed to Dataset
Accelerate your timelines with rapid cohort validation and dataset assembly. From requirements to delivery in weeks, not months.
Configurable Cohorts
Define precise inclusion/exclusion criteria. Customize data elements, longitudinal coverage, and patient attributes to match your exact needs.
Governed Delivery
Every dataset comes with comprehensive documentation, data use agreements, and full audit trails for regulatory confidence.
Use Cases
Powering research and innovation across healthcare
Clinical Trials
Validate feasibility, refine inclusion criteria, and develop recruitment strategies with real-world patient data.
Learn moreResearch & Outcomes
Conduct observational studies, comparative effectiveness research, and health outcomes analysis.
Learn moreAI/ML Development
Train and validate predictive models with diverse, de-identified patient datasets at scale.
Learn moreComprehensive Data Modules
Access structured, longitudinal data across all key clinical domains
What You Receive
Enterprise-grade datasets with complete documentation and secure delivery
Dataset Documentation
Comprehensive data dictionaries, field definitions, and value mappings
Schema & Format
Structured CSV/Parquet files with standardized schemas and coding systems
Provenance Notes
Data lineage, de-identification methodology, and quality assurance reports
Flexible Delivery
S3 bucket, Snowflake, SFTP, or other secure transfer methods
Ready for Immediate Use
All datasets are QA-tested, fully documented, and delivered in analysis-ready formats. Your team can begin work immediately upon receipt.
Request accessSecurity & Governance
Built on enterprise-grade security infrastructure with rigorous governance processes. Every dataset delivery follows strict privacy and compliance protocols.
Privacy by Design
De-identification occurs before data enters our platform. No PHI, ever.
Regulatory Alignment
Processes designed to meet FDA, EMA, and IRB expectations for real-world data.
Security Controls
Ready to get started?
Request access to explore how Lighthouse can support your research, trials, or AI initiatives.
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