Business design
Map workflows, identify bottlenecks and decide where AI can help.
AI APPLICATION STUDIO
Bring AI into
how business works.
We design AI applications, agents and workflows that connect people, data and tools to real work.
Explore our practice ↓HARBOR WORK GRAPH
● DEMO
Email
ERP
CRM
Excel
Docs
Web
Research
Analyze
Match
Generate
Execute
Human Review
WHY HARBOR AI
AI creates value when
it becomes part of the work.
Start with a business problem. Design how people and AI work together.
Then build a working product that changes how work gets done.
OUR CAPABILITIES
Understand business. Create products.
AI applications & agents
Connect knowledge, reasoning and action in usable products.
Workflow integration
Connect ERP, CRM and everyday tools while keeping people in control.
HARBOR AI LAB
Real business problems. Working products.
Turn insights from real projects into reusable products, workflows and enterprise AI applications.
01 / FEATURED PRODUCT
Wanlitong
Exploring AI workflows for global trade. Bring customer research, lead organization and outreach preparation into one flow.
WanlitongUI CONCEPT
Customer research
RESEARCH → MATCH → DRAFT → REVIEW
01 Define the customer and business context
02 Gather sources and matching evidence
03 Prepare a draft for human review
Miaotu AI
Exploring products for AI content creation. Bring briefs, creation and review into a repeatable flow.
BRIEFCREATEREVIEW
Enterprise AI Workspace
Exploring a shared AI workspace. Connect knowledge, tools and roles for traceable work.
KNOWLEDGEAGENTSPEOPLE
SELECTED PRACTICE
See how AI fits into real work.
Illustrative scenarios and solution approaches.
Trade prospecting
Turn scattered information into actionable leads.
Research → Match → Draft
ERP / Enterprise AI
Connect enterprise data to everyday decisions.
Question → Retrieve → Analyze
Enterprise AI training
Move from trying tools to applying them at work.
Co-design → Practice → Review
AI Content Workflow
Build a repeatable process for content operations.
Brief → Generate → Review
WORK WITH HARBOR AI
Build useful projects. Grow capable teams.
Enterprise AI projects
Work together on a real business problem. Design, validate and deliver a working application.
Discuss a project ↗Enterprise AI training
Start with your team’s everyday work. Turn AI skills into lasting working practices.
Discuss training ↗THE HARBOR METHOD
One problem. A new way of working.
01
Discover
Understand the business and define measurable success.
02
Design
Define human and AI roles. Design a minimal workflow.
03
Build
Connect data and tools. Test assumptions with a prototype.
04
Evolve
Learn from real use and build lasting team capabilities.
ABOUT THE FOUNDER
Li Muzi
AI Engineer · Founder of Harbor AI
Exploring how AI becomes part of real business work. From understanding operations to creating products, we design practical ways for people and AI to collaborate.
INSIGHTS
Ideas for the next chapter of work.
Notes from our practice. Coming soon.
Where should your first AI project begin?
Where should an agent stop and a person decide?
How do teams keep using AI after training?
HARBOR NOTES
Notes from the work.
Enterprise AI practice, product updates and working methods. Subscriptions opening soon.
LET’S MAKE AI WORK
Start with a business
problem you face today.
Enterprise AI projects / Enterprise AI training
Our contact channel is being prepared. Please check back soon.