What's hard
Medical cross-language conversations involve sensitive health information and high-risk decisions:
- Sensitive data: symptoms, medications, diagnoses, and family history may be regulated by healthcare and privacy rules in your jurisdiction
- Cloud processing: when you select a cloud engine, the relevant audio or text is sent to that provider
- Clinical risk: translation can be wrong and cannot replace a qualified medical interpreter or clinical judgment
Healthcare organizations must assess all involved parties under applicable law, contracts, internal policies, and the specific data involved. This page makes no HIPAA or other certification claim.
How CrossMeet handles it
Local-engine route:
- When ASR, translation, and TTS all use local engines, the relevant inference can run on the workstation
- If any stage uses a cloud provider, the relevant audio or text is sent to that provider
- Local processing capability alone does not confer or prove compliance certification
Two-way simul-interpret + medical glossary:
- As the patient speaks, the selected ASR engine streams source text and translation updates alongside it
- Physician's response goes through the compose-bar with live translation preview — drug names, dosages, and diagnostic phrasing get corrected before delivery
- Medical glossary and RAG context can supply guidelines, drug labels, or clinical pathways, but critical terms still require human verification
Configuration suggestions
- Deployment: evaluate local engines or LAN API sharing; the institution must validate isolation, access control, logging, and operational requirements
- Engine stack: Whisper-faster (local) + Qwen2.5-Medical / Ollama (local) + CosyVoice (local TTS)
- Prompt template: medical-domain prompt ("use ICD-10 naming", "preserve original dosage units")
- Glossary: drug names, disease names, anatomical terms, clinical pathway names
- RAG knowledge base: drug labels, clinical guidelines, prior medical records (within compliance scope)
- Procurement: medical institutions can contact Enterprise with data-flow, deployment, and contract requirements; no compliance capability is pre-promised here
Case studies
In progress. Our first wave of hospital and medical-group engagements is early. If your institution would consider sharing a (fully anonymous) case study, contact enterprise@crossmeet.com.
No fabricated case studies. No fake logo walls.
Next step
- Download free — but PHI scenarios require the paid local-engine modes
- Hospitals and medical groups: contact Enterprise sales with data-flow, deployment, and contract requirements
- Data flow & compliance: /security
Important note
CrossMeet is not a medical device. It does not participate in diagnostic decisions and does not replace clinical judgment. All translation output is reference material — critical decisions (medication, surgery, referrals) must be verified by the clinician independently.