03AboutCompany
Turning AI into systems
that can be deployed,
audited and iterated
AeroMuse (Guangzhou) Artificial Intelligence Technology Co., Ltd. (Chinese name: 灵感悬浮（广州）人工智能科技有限责任公司) is an applied-AI company registered in Guangzhou, Guangdong, China.
01ProfileWho we are
We do not build open-ended chatbots. We build scenario-specific applications with clear knowledge boundaries and traceable outputs.
AeroMuse turns large language models, multimodal understanding, retrieval-augmented generation (RAG), computer vision and workflow engines into industry systems that run reliably on the client's premises over the long term.
Our product principles are on-premise deployment, controllability and non-disruption: knowledge and data stay inside the client's network or edge nodes; agents call only registered tools, never improvising scripts or skipping steps; every answer carries its sources and every action can be audited.
Our products and projects span smart education and training, computer-vision monitoring for urban governance, organizational collaboration, and agent-driven workflows for scientific and engineering simulation. We are also developing mobile applications for public release.
03Business linesPractice areas
Four product lines
Each product line maps to at least one delivered or in-development project. See Solutions.
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01
CaseAI Smart Classroom
Industry Agents & LLM Applications
Offline / edge LLM deployment, multimodal courseware parsing, course knowledge bases, RAG Q&A, content review and guardrails, low-code agent workshop.
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02
CaseDumping Vehicle Monitoring
Computer Vision & Smart Monitoring
Multi-camera ingestion, vehicle load-state recognition, cross-camera similarity matching, human review loop, map alerts and dashboards.
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03
CaseOA for a Technical College
Enterprise Digitalization & Collaboration
Flowable-based approval workflows, web and WeChat mini-program clients, WeChat service notifications, SMS activation, organization and permission management.
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04
In developmentTheory–Simulation Assistant
Research & Engineering Software Intelligence
Fixed calculation → simulation → report workflows, agent tool calls via MCP, MATLAB / PSCAD connectors, template-based Word deliverables.
04How we workMethod
Decide what not to build first,
then make it genuinely usable
- Requirements
Map roles, processes and boundaries with front-line users; decide what not to build first.
- Delivery
Deploy models and systems in the client environment, prioritizing usability and stability over feature count.
- On-site validation
Run multiple rounds with real users and real data; iterate on feedback.
- Integration
Connect with the client's existing information systems instead of building a parallel one.
Let's talk about
your scenario
Business inquiries, project consultation, technical support or privacy matters. We reply within two business days.