Abstractive Health

Abstractive Health develops AI-driven clinical intelligence software that automates medical record summarization and retrieval for healthcare providers. The platform integrates with national health information exchange networks including Carequality and CommonWell to retrieve longitudinal patient records across multiple institutions, then uses natural language processing to generate clinically relevant summaries with sentence-level source citations.

The company's technology stack includes interoperable record retrieval through geospatial queries, normalization of CCDAs, FHIR R4 resources, and PDFs into unified JSON structures, and a retrieval-augmented generation (RAG) engine that combines patient charts with medical references to answer clinical questions. The platform integrates with major EHR systems via SMART on FHIR, enabling deployment directly within clinical workflows.

Abstractive Health has published research in JAMA Network Open with Weill Cornell Medicine demonstrating clinical efficacy, received Phase II funding from the National Science Foundation, and placed in the top three of the U.S. VA AI Tech Sprint Challenge. The company holds SOC 2 Type II certification and maintains HIPAA compliance with Business Associate Agreements available.

Healthcare organizations should consider Abstractive Health when clinician time spent on chart review is a documented bottleneck, particularly for new patient encounters or care transitions. The platform excels in scenarios where patient data is fragmented across multiple systems and institutions, making manual record retrieval and synthesis time-prohibitive.

Buyers can expect implementation through SMART on FHIR for integrated EHR deployment or standalone web access for individual practitioners. The vendor provides sentence-level source linking in summaries, enabling clinicians to verify AI-generated content against original documentation, which supports both clinical safety and adoption.

Abstractive Health operates exclusively in the healthcare sector, with 100% focus on clinical documentation and medical record management. The company's technology specifically addresses healthcare interoperability challenges through FHIR R4 and CCDA standards compliance, Carequality and CommonWell connectivity, and SMART on FHIR EHR integration.

The platform serves multiple healthcare verticals including hospitals, health systems, primary care, specialty practices, and digital health companies. The vendor maintains healthcare-specific compliance through HIPAA adherence, SOC 2 Type II certification, and availability of Business Associate Agreements. Clinical validation work with Weill Cornell Medicine and the U.S. VA demonstrates engagement with academic medicine and federal healthcare delivery systems.

The ideal client is a healthcare organization or medical practice with clinicians who regularly encounter patients with complex, multi-institutional medical histories. Organizations implementing chronic care management programs, emergency departments with high volumes of patients from external facilities, and specialty practices requiring comprehensive patient background will find particular value in the automated record aggregation and summarization capabilities.