Healthcare
AI-Powered Medical Records & Clinical Support
Upstage Studio structures scattered medical data from text and images and auto-generates clinical summaries and physician reports aligned with international standards like FHIR.

See how Upstage solves your most critical business challenges.


High-Fidelity Digitization of Unstructured Medical Data
Clinical charts and test results written in varying formats across hospital departments are the biggest barrier to effective data utilization. Upstage Studio accurately extracts key medical data from handwritten charts, voice records, and other diverse sources, converting them into a structured database. This transforms fragmented medical information into a valuable digital asset ready for immediate use in care and research.
Automated Clinical Documentation for Clinicians
Reviewing hundreds of pages of patient history per person increases clinician fatigue and reduces care quality. Upstage's healthcare-specialized LLM analyzes patient histories and medication records to auto-generate clinical summary reports and draft physician notes. Clinicians redirect time saved from documentation toward direct patient care and treatment planning.
Standards-Based Platform for Security and Interoperability
Protecting sensitive patient data while enabling seamless data exchange across systems is foundational to healthcare AI adoption. Upstage normalizes extracted data to the international FHIR schema, enabling instant integration with Hospital Information Systems (HIS). A built-in de-identification engine activates at the point of data creation, blocking security risks from the start.
Here's how the solution works.
Medical documents are uploaded to Upstage Studio; Document Parse extracts text and structure from handwritten charts, forms, and reports, and the Extract node structures key clinical fields—ready for FHIR normalization and HIS integration.

See the difference Upstage Studio makes.
Choose the deployment that fits your environment.
API
Cloud API for medical chart text extraction and summarization
+ Live in 5 minutes with low integration barrier
+ Standard medical terminology translation and summarization
- Sensitive patient data transmission to cloud requires compliance review
AWS Marketplace
Self-hosted medical model within a cloud-isolated network
+ High-speed processing of large clinical image and PDF volumes
+ Stable model operations leveraging cloud infrastructure
- Complex secure integration with on-premise EMR systems limited
On-Prem
Enterprise-grade healthcare security platform
+ Complete de-identification within hospital network
+ Physical automation with on-site HIS/PACS systems
+ Dedicated GPU for high-precision healthcare-specialized LLM

