DEVELOPMENT SERVICES
AI agents, mini programs, mobile apps and connected business systems. Based in Zhengzhou, China, we support local and remote projects from first-release planning to ongoing operations.
WHAT WE BUILD
AI agents, mobile apps and business systems. Start with a workflow your team can test.
AI & AGENT
Connect your knowledge, workflows and existing systems with AI agents that can retrieve answers and use business tools.
Explore AI agent deliveryDEMO & ACCEPTANCE
ONE BUSINESS, EVERY SCREEN
Keep accounts, workflows and data connected across mobile apps, mini programs and the admin workspace.
CONNECTED BUSINESS
Connect orders, customers, approvals and data. Build a new system or improve the software you already run.
From the first build to ongoing operations
TRY THE WORKFLOW
Choose a sample to see how complete, missing and conflicting information take different paths. In a real project, a model can help extract candidate fields; business rules, permissions and execution approval remain with the system.
Check required fields and source consistency. Passing the rules still requires human approval.
This demo runs preset rules locally in your browser. It calls no AI model, uploads no data and connects to no business system. It is not a customer project or evidence of efficiency gains.
DELIVERY, MADE REVIEWABLE
An account of our own website migration, plus practical scope and acceptance templates. This is evidence of engineering work, not a claim of client revenue or AI accuracy.
We consolidated repetitive guides, preserved 134 legacy redirects and checked the exported pages before switching versions. Read the migration boundaries and verification process.
HOW WE DELIVER
Review decisions before they become expensive changes. Each stage produces something your team can inspect and use.
Plan your projectMap users, workflows and constraints. Define what the first release needs to do and how it will be accepted.
Review prototypes, interfaces and the architecture together. Identify data dependencies before implementation.
Try working versions, test business examples and resolve exceptions as the product takes shape.
Confirm deployment, source code, accounts, backups and monitoring. Agree how maintenance and changes will be handled.
Let architecture and operations evolve with actual business needs.
Put the first budget into a complete, useful business journey.
Add queues, caching and capacity where the workload calls for them.
Plan integration, access controls, observability and gradual migration.
BEFORE YOU BUILD
Practical starting points for AI agents, knowledge bases and software delivery.
Start with the task and its exceptions, then choose the simplest useful approach.
Relevant answers depend on source quality, access rules and a way to check the result.
Check business outcomes, exceptions and operating cost alongside the interface.
LET’S BUILD SOMETHING USEFUL
Bring your workflow, existing systems and goals. We will help define a practical first release.