Healthcare.
Clinical-grade AI. Runs inside your own environment.
Deploy fine-tuned medical LLMs for clinical documentation, diagnostic support, patient communication, and EHR data extraction — inside your own environment, with zero PHI sent to external APIs.
The Problem
Major LLM providers now sign BAAs, so a hosted API is not automatically off-limits for US healthcare. What a BAA does not cover: image and vision inputs, non-US data-residency requirements such as India's DPDP, objections to the sub-processor chain, and government or classified work. In those cases the data has to stay inside your environment, and clinical accuracy still demands models trained on domain-specific literature.
How Langtrain Helps
Purpose-built for Healthcare & Life Sciences.
Runs Inside Your Environment
We do not offer a BAA. Train with Langtune on hardware inside your own HIPAA-covered environment, so PHI is never processed on our infrastructure.
PHI Never Leaves Your VPC
Patient data is processed on-premise or in your private cloud. Fine-tuning on clinical notes, EHR data, and medical records is fully contained.
Medical Domain Fine-tuning
Train on PubMed abstracts, clinical guidelines, ICD-10 coding manuals, and your own clinical notes for unmatched medical accuracy.
Weights You Control
The trained model is a set of standard weights on your own storage. You decide who can run it, and your own logging covers every query.
Structured Extraction
Fine-tune on your own clinical notes to extract structured fields, and call the model through the API from your existing systems.
Runs At Each Site
Each hospital can host its own copy of the model, so patient data stays at the site that owns it.
Applications
What teams actually build.
Clinical Documentation
Transcribe and structure physician notes into SOAP format, ICD-10 codes, and billing-ready documentation.
Diagnostic Support
Surface relevant differential diagnoses, drug interactions, and clinical guidelines based on patient presentation — as a second opinion, not a replacement.
Patient Communication
Generate plain-language explanations of diagnoses, discharge instructions, and medication regimens tailored to patient health literacy.
Prior Authorization
Automate prior authorization requests by extracting clinical justification from notes and matching to payer criteria in real time.