Requirements Diagnosis
- Business status and pain point research
- AI opportunity identification
- Goal and priority assessment
- Initial feasibility analysis
Through a clear, controllable, and verifiable process, ChengXuYuan helps enterprises turn AI ideas and business needs into implementable systems and workflows — with visible progress, controlled risk, and usable outcomes at every stage.

Six stages, advancing step by step, ensuring high-quality project delivery
| Stage | 01 Requirements Diagnosis | 02 Process Mapping | 03 Prototype / Design | 04 System Build / Config | 05 Testing & Launch | 06 Training / Review |
|---|---|---|---|---|---|---|
| Core Output | Problem list, AI opportunity list, priority recommendations | Current-state flowchart, key node docs, improvement suggestions | Solution document, page prototypes, implementation plan & quote | Workflow / mini-system, config docs, integration specs | Test records, launch checklist, launch notice | Training records, operation manual, review & optimization advice |
| Deliverable Format | Report / Document | Flowchart / Documentation | Solution doc / Prototypes | System / Config / Docs | Test report / Checklist | Docs / Training / Review report |
Fixed communication rhythm, regular progress updates, timely risk identification.
Clear acceptance criteria for each stage before moving to the next.
All key decisions and outputs archived for traceability and review.
Dedicated support group for real-time response and fast issue closure.
Launch is not the end — ongoing tracking and optimization of business value.
Enterprise knowledge bases, smart support, document assistants, knowledge search, etc.
Cross-system data processing, automated approvals, RPA replacement, trigger-based flows, etc.
Corporate sites, campaign pages, product pages, mobile pages built fast.
Admin panels, internal systems, dashboards, tool platforms, etc.
Starting from business problems, aligning goals with delivery, avoiding drift.
Stage reviews and acceptance catch risks early and reduce rework.
Unified collaboration and documentation standards, transparent information.
Quantifiable deliverables at each stage with clear acceptance criteria.
Modular design and configuration for future development and expansion.
Post-launch coaching and optimization continuously improve business value.
A 30-minute deep conversation to clarify problems, identify opportunities, and output actionable recommendations.