Verily Pre Refinery

Verily Pre Refinery is a purpose-built healthcare data platform designed to prepare siloed, multi-source health data for AI applications and clinical research. It enables organizations to ingest, harmonize, and enrich multimodal healthcare data, transforming it into a clinically validated, FHIR-native data model that is ready for downstream AI workflows and research use cases.

Designed for healthcare and life sciences teams, Verily Pre Refinery addresses the core challenge of fragmented health data by providing an end-to-end solution for achieving data readiness. By consolidating disparate data sources into a single, standardized model, it empowers researchers and care teams to work with high-quality, clinically informed data at scale.

Core Capabilities

• Ingest data from siloed, multi-source healthcare environments into a unified pipeline
• Harmonize heterogeneous health data to ensure consistency and interoperability across sources
• Enrich raw data with clinically informed context to improve quality and usability
• Transform multimodal healthcare data into a FHIR-native data model
• Deliver a clinically validated data foundation ready for AI development and research applications

Key Benefits

• Purpose-built for healthcare AI, ensuring the data model meets the specific demands of clinical and research use cases
• Supports multimodal data types, enabling comprehensive data integration across diverse healthcare data sources
• FHIR-based output ensures standards compliance and broad interoperability with downstream health IT systems and AI tools
• Accelerates data readiness, reducing the time and effort required to prepare health data for analysis and model development