01
Hard-to-find Knowledge
SOPs, patient-ed materials, and policy updates are scattered across systems. Staff make phone calls and cross-checks to confirm.
HEALTHCARE AI
An in-hospital knowledge assistant, from documents to voice.
Turn hospital documents, patient education materials, and workflow guides into a searchable, multilingual, voice-responsive AI assistant—deployed on-premise for greater privacy and control.
In-hospital knowledge is hard to find, ask, integrate.
Medical institutions scatter knowledge across many systems and paper docs. New staff take time to ramp, patients repeat the same questions, and inter-department coordination stalls on inconsistent document versions.
02
Repetitive Inquiries
"What's the post-discharge care?" "What are the drug side effects?" — same questions every day, eating nursing and admin time.
03
Fragmented Documents & Workflows
Different departments keep their own versions. When info updates, each unit must be notified separately — inconsistency is the norm.
One question from a patient,
answered in 4 steps.
A patient asks
What should I do after discharge?
Patient Asks
Voice or text input, natural language — no keyword tricks required.
→System Retrieves
Searches in-hospital patient-education materials, SOPs, and policies — understands the question in context.
→Generates Answer
LLM combines retrieval with generation for precise replies. Source documents can be cited for clinician verification.
→Voice Response
Replies via natural voice in multiple languages. Optional text transcript displayed alongside.
A multilingual assistant built for hospital workflows.
Capabilities can be adapted to staff, patient, and departmental scenarios.
Multilingual interaction
Traditional Chinese, English, and Japanese from one knowledge base.
Voice assistance
Speech-to-text and text-to-speech support for hands-free access.
Private knowledge retrieval
RAG over internal documents, SOPs, and approved patient materials.
Source-based answers
Responses can reference the approved source used for verification.
Role-aware access
Different experiences for patients, nursing staff, and administrators.
Custom hospital workflow
Integrates around the institution's existing process and terminology.
Infrastructure sized for clinics, hospitals, and medical centers.
Select the platform based on model size, user count, latency, and availability requirements.
Clinic / Department
Compact local AI platform for a focused knowledge base and limited concurrent users.
EDGE OR SINGLE-GPU
Hospital
Professional AI workstation for multilingual RAG, voice response, and larger document collections.
AI WORKSTATION
Medical Center
Multi-GPU or server infrastructure for broader deployment, redundancy, and scale.
MULTI-GPU / SERVER
Next Step
Want to build an
Want to build an
AI assistant for your hospital?
Tell us your scenario and requirements. AI Center starts with consulting and walks you through document organization to production rollout.