Technical capability and service guarantee
Capability decides whether it can be built, process decides how well, and support decides how long it keeps running. We put all three in the open: what the stack is, how the project moves, and how quickly someone picks up when something goes wrong.
Technical capability
From front-end interfaces to back-end services, from LLM applications to database design, one team develops the whole thing in house with nothing subcontracted on.
Development stack
A mature, mainstream stack keeps the system maintainable and extensible, so whoever picks it up next will not get stuck.
AI and data
A large language model is not there to show off: it has to answer questions with data, produce reports, take over repetitive work, and leave the data in your own hands.
Full-stack in-house development with integrated design
We share the group's senior design team, with product managers, designers and engineers in one project team, so there is one less hand-off for meaning to get lost in.
Our process (the core)
Four stages, each with a defined output and a confirmation point. A disciplined process, controlled progress and assured quality.
Requirements
We establish the scenario, the users and the goal, map out the feature scope, and separate what is essential from what can wait.
Output · requirements list
Proposal and quote
We issue a technical proposal and an itemised quote, with the delivery timeline, acceptance criteria and payment milestones spelled out. Transparent pricing, no hidden extras.
Output · proposal plus quotation
Development and testing
Our own team drives development with demos you can see at each stage. Nothing moves to delivery until self-testing and integration testing have both passed.
Output · a version you can trial
Delivery and training
We deploy the system and train your team on the admin panel so your own people can run it, with continuing technical support after delivery.
Output · launch plus operator training
After-sales support
Delivery is not the end. A system runs in production, and real assurance means someone picks up the moment something goes wrong.
hours of support response
Someone is on duty on weekdays and weekends alike, reachable by phone, WeChat or remote session.
Urgent issue response
Urgent faults that affect business operations get a response and remediation within 1 hour.
Remote and on-site service
Anything solvable remotely gets solved immediately; anything that needs a visit gets an on-site appointment.
Data and security
We design your backup strategy and advise on security patching. Classified and government projects can be deployed on premise so data never leaves your network.
Ongoing operations optional
Systems that need long-term hosting can add an operations package: monthly inspections, database tuning and a quarterly operations report.
See the operations packagesPut the requirements on the table first
Delivery timelines, acceptance criteria and support response times all go into the contract rather than staying verbal promises.