Clinical-grade multi-agent AI platform purpose-built for healthcare institutions worldwide.
香港資訊科技基礎架構權威 · Hong Kong Leading IT Group Since 1985
Founded in 1985, Microware Group is Hong Kong's trusted IT infrastructure authority, serving 2,000+ enterprise clients annually and 60% of HK's top 100 listed companies. We empower organizations across the region with secure, scalable, and innovative technology solutions.
Healthcare AI platform for clinical workflow transformation and agent-native integration
AI workflow automation platform with OpenClaw framework and agent protocols
Regulatory compliance and governance framework with audit trails and reporting
AI-Powered Medical Report Generation
| AI Field Recognition | ≥90% |
| Diagnostic Concordance | ≥85% |
| Report Delivery Time | ~70% reduction |
| System Availability | ≥99.5% |
Real-time Clinical Documentation from Voice
| Documentation Time Reduction | 30-50% |
| SOAP Completeness | 90%+ |
| Languages Supported | 50+ |
| Cantonese ASR Accuracy | 95%+ |
24/7 Intelligent Patient Support
| Doctor Time Saved/day | 160+ min |
| Increased Patient Volume | +10-12/day |
| Patient Support Hours | 24/7 |
| Nursing Enquiry Reduction | 40-60% |
AI-Powered Third-Party Administration
| Problem | AI Solution |
|---|---|
| Manual claim processing delays | AI-powered claim validation & intelligent routing |
| Incomplete documentation | Intelligent missing-data detection & escalation |
| High admin costs | 40-60% cost reduction via automation |
| Fraud & anomalies | Real-time pattern detection & flagging |
| Compliance gaps | Audit trail & automated compliance checks |
Clinical Relationship Management System
Foundation Technologies for Enterprise AI
Retrieval-augmented generation for context-aware responses with knowledge base integration
Advanced speech recognition with 50+ language support and >95% Cantonese accuracy
Optical character recognition for document digitization and data extraction
Multilingual translation with medical terminology preservation
Cloud-based document collaboration with real-time editing
REST APIs with granular RBAC and audit logging
OpenClaw Framework for Autonomous Clinical AI
OpenClaw is a multi-agent framework designed for healthcare with intelligent task delegation, context memory, and reinforcement learning. Each agent specializes in a clinical domain and collaborates through standardized MCP (Model Context Protocol) and A2A (Agent-to-Agent) messaging.
| Property | Description |
|---|---|
| Identity | Unique agent ID, role definition, capability manifest |
| Context Memory | Session-aware state, patient history, conversation logs |
| Reinforcement Learning | Feedback loops, outcome tracking, continuous improvement |
| AgentOps | Monitoring, logging, performance metrics, alerting |
| MCP / A2A | Standardized messaging, agent discovery, protocol compliance |
Seamless Hospital System Connectivity
As clinical staff reduce administrative burden and increase patient throughput, operational efficiency improves. This frees resources for higher-value care, staff development, and revenue-generating services. The platform self-improves through reinforcement learning, delivering increasing returns on investment over time.
Four-Ring Expansion: From Clinic to National AI Infrastructure
Core Thesis: AI Agents don't merely improve efficiency — they raise the ceiling of what healthcare quality can be. Institutions that deploy now become the infrastructure layer all others depend on.
Beyond software — Microware delivers the full hardware and network stack. Single-vendor accountability from procurement through go-live.
Active engagements across Southeast Asia, Hong Kong, and Mainland China — spanning occupational health, insurance, and smart city deployments.
All client identities anonymised per disclosure policy. Case details reflect actual engagements.
Manual report workflow creating multi-week backlogs across a 2,000+ employee checkup programme.
High volumes of cross-border claims requiring multi-system coding accuracy and pre-submission verification.
Full Microware stack deployment as part of Shanghai's smart city initiative in Lingang Special Area.
Ready to transform clinical workflows?
Schedule a 30-minute AI-powered clinical demo today.