MedPrompt raises $25M to launch a clinical LLM tailored for hospitals

AI · 5 min read

MedPrompt’s offering includes a fine-tuned LLM with guarded clinical templates for discharge summaries, diagnostic differentials, and medication reconciliation. The company pairs the model with an explainability layer that surfaces sources and confidence scores, aimed to fit into hospital EHR workflows without replacing clinician judgment.

The $25 million funding will accelerate HIPAA-compliant deployments, third-party validation studies, and integrations with major EHR vendors. Evergreen Impact led the round, joined by specialist health-tech investors and a consortium of regional hospital networks participating in pilot programs.

MedPrompt highlighted a hybrid processing architecture that keeps identifiable patient data on-premises while allowing aggregate model improvements through federated learning. Hospitals piloting the tool reported time savings in documentation tasks and improved cross-team handoff clarity during early trials.