Applied AI
Useful automation and decision support built around real operations.
Technology · Products · China
Turn ideas into real-world value—with AI, software, and execution in China.
We combine practical technology experience with reliable execution in China to help ideas move from concept to delivery.
Practical judgement
Reliable delivery
Long-term trust
01 / 04
One partner, grounded execution
Technology is useful only when it moves work forward.
From software engineering and applied AI to product sourcing, we connect clear thinking with the practical work required to deliver in China.
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Capabilities
Two disciplines.
One standard of delivery.
Focused support across digital systems and physical products, shaped around the outcome rather than the category.
Digital systems
Technology that earns its place.
Software development
Dependable systems designed for how the business actually works.
Data visualization
Clear interfaces that turn complex information into confident action.
Technical advisory
Practical guidance from early decisions through implementation.
Products and supply
China capability, made accessible.
Curated products
Well-considered products selected for quality, value, and fit.
China sourcing
Supplier discovery and coordination with clear, accountable communication.
Product customization
Structured support from specification and sampling to production.
Supply collaboration
Steady coordination across suppliers, schedules, quality, and delivery.
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Selected work
Work measured by what changes.
A selection of the problems we know how to frame, build, and carry through.
Industrial intelligence
Operational data, made visible.
A connected view of device data, reporting, and action for faster, clearer decisions.
Enterprise software
Systems shaped around operations.
Reliable software that respects existing workflows while removing friction.
Product delivery
A clearer route from brief to shipment.
Requirements, suppliers, samples, and delivery aligned through one practical process.
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How we work
Do the difficult things well.
Good work is rarely about adding more. It is about seeing the real constraint, making sound decisions, and following through with care.
- 01
Start with the real problem
Clarify the outcome, constraints, and trade-offs before choosing the solution.
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Make complexity legible
Create a clear path that people can understand, use, and maintain.
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Stay through delivery
Keep ownership close until the work performs in the real world.
Start with a conversation
Have an idea worth making real?
Tell us where you are trying to go. We will respond with a practical view of what it may take to get there.
nihaojia@gmail.comNanjing, China