An AI startup
Zenith Matrix: Production-ready.
About Zenith Matrix
Founded by masters and doctoral experts from HKUST and NUS, our team combines deep academic knowledge with practical AI implementation
Academic Excellence
Our research has been published in top-tier international conferences including ACM MM, WWW, and MMSys.
Practical Implementation
We develop real-world AI applications that solve complex problems across government, finance, and healthcare sectors.
Strategic Location
Based in Hong Kong, we leverage the innovative ecosystem of the Greater Bay Area to drive technological advancement.
Core Technologies
Advanced AI Solutions
Our expertise lies at the intersection of large language models (LLM), retrieval-augmented generation (RAG), and applied AI technologies
Large Language Models (LLM)
We implement and customize state-of-the-art language models with local deployment options for maximum security and performance.
Retrieval-Augmented Generation (RAG)
Our RAG technology enhances AI responses with real-time data retrieval, ensuring accuracy and up-to-date information in all outputs.
AI Agents
We develop autonomous AI agents capable of understanding, reasoning, and taking actions to accomplish complex tasks with minimal human intervention.
Multimodal Systems
Our solutions integrate text, audio, and visual data processing to create comprehensive AI experiences.
Privacy-Focused Architecture
We prioritize data security with local deployment options and robust privacy protection mechanisms.
Custom AI Development
We create bespoke AI solutions tailored to the specific needs of governments, enterprises, and individual users.
Our Key Projects
From AI educators to financial technology, our projects demonstrate the versatility and effectiveness of our technologies
AI Lecturer System
Combining LLM, RAG, and Digital Human technologies to create an intelligent educational solution that delivers personalized learning experiences.
FinTech Insight AI Agent
Real-time financial news aggregation and analysis powered by our custom AI agent to provide actionable insights for financial decision-making.
RAG-LLM Integration Research
Cutting-edge research on improving RAG technology to enhance real-time data updating capabilities for AI systems.
Government Solutions
Specialized AI assistants designed for government operations
Government Department AI Assistant
Enhancing internal efficiency and information access for government staff with secure, locally-deployed AI solutions.
AI Front Desk for Public Services
Streamlining citizen services with intelligent guidance systems that reduce wait times and improve service quality.
Healthcare System AI Assistant
Providing medical knowledge, preliminary diagnosis, and appointment systems to enhance public healthcare experiences.
Technology
Technical Architecture
Our modular, distributed architecture ensures high availability, scalability, and flexibility
Supports structured and unstructured data storage with PostgreSQL, MongoDB, and Elasticsearch.
Powered by large language models and retrieval-augmented generation for intelligent processing.
Customized functionality for document processing, medical assistance, and service guidance.
API interfaces supporting frontend applications and third-party integration.
Multi-platform support with intuitive, user-friendly interfaces.
Comprehensive data encryption, OAuth authentication, and audit logging systems.
Ready to transform your operations with AI?
Whether you're a government agency, enterprise, or organization looking to harness the power of AI agents, our team is ready to develop custom solutions for your unique challenges.