Technology & AI,growing with your business.
From product development to data analysis, machine learning and AI agents. Work directly with an experienced technical lead to put technology to work for your business.
The right partnership starts here.
For the right teams, we favour growing together. We also offer ongoing technical partnerships and defined project delivery.
A lighter start. A longer-term technical partner.
For startup and growing teams with a clear business direction and long-term commitment.
Muxi may contribute part of the upfront technical investment to help launch your product, then use business data to guide ongoing product and AI improvements.
Lower upfront development fee + ongoing service fee + agreed usage or successful business activity charges.
Following assessment, eligible projects may qualify for no upfront development fee.
Product & system development
Design, build and launch a product around your business goals.
Data-informed improvement
Use real feedback and business data to identify issues, improve and review results.
AI & workflow automation
Identify suitable machine learning and agent applications within the agreed scope.
Ongoing support. A clearly defined scope.
For businesses seeking a lower initial commitment and a fixed-fee arrangement.
Deliver the agreed product and systems, with ongoing arrangements for maintenance, issue resolution and technical support.
Partial upfront development fee + fixed recurring service fee. No business-usage or success-based charging required.
Product & system delivery
Develop, validate and launch against confirmed business requirements.
System maintenance
Support reliable operation and resolve issues within the agreed scope.
Technical support
Provide agreed support and operational guidance for your team.
A clear project scope. A dependable delivery.
For well-defined projects with a focused delivery goal.
Complete requirements, development, acceptance and handover against the scope agreed by both parties.
Pay the agreed full project value.
Scope & solution design
Agree core workflows, scope, acceptance criteria and the delivery plan.
Development & validation
Check agreed functionality and delivery quality through engineering tests and business acceptance.
Launch & handover
Complete the agreed launch, documentation and handover.
Service scope, fees and partnership arrangements are governed by the agreed proposal and formal contract.
Beyond launch, we keep moving.
Through Grow together, we identify problems and test opportunities within an agreed scope and cadence, making launch the start of ongoing improvement.
- 01
Improve the product
Use real feedback to refine the experience and core features.
- 02
Review the data
Understand what is happening and where to go next.
- 03
Apply AI
Bring AI into specific workflows where it can be useful.
- 04
Automate workflows
Reduce repetition so your team can focus on core work.
- 05
Validate results
Review business outcomes and adapt the next iteration.
Software · Data · AI
Connected expertise, from product foundations to practical AI.
Product & software engineering
Product design, Web, PWA, SaaS, mobile apps, enterprise systems and API integration. Frontend and backend development, architecture, testing and delivery grounded in core workflows.
Data analysis & business insight
Organise data around business goals through metrics, operating reports and focused reviews, turning fragmented data into actionable insight.
Machine learning & intelligent decisions
For recommendation, prediction and intelligent decision-making, assess suitable modelling paths against the business question and available data, then validate toward a practical model and application.
AI agents & workflow automation
LLM agents, knowledge bases, RAG, LLM wikis, tool use and business workflows—helping teams put enterprise knowledge and AI to work.
Why choose Muxi
Direct collaboration. Connected expertise. Professional accountability.
Direct access to an experienced lead
Connect requirements, design, architecture and delivery with fewer handoffs.
Connected product, data & AI expertise
Bring distinct disciplines together around one business goal, reducing fragmentation and repeated integration work.
AI efficiency. Human accountability.
Reduce repetitive engineering work and focus professional judgement on testing and dependable delivery.
Your technical lead
With a background at Fudan University’s School of Mathematical Sciences, I have worked on software, big data, data analysis and AI at Alibaba, Ping An Group and ByteDance, bringing over a decade of technology and management experience.