About Shunwo Network
Understands your business and your system.
We are a small engineering team based in Dezhou, Shandong. For AI and digital projects, we always start by visiting the site to fully understand the problem before selecting the right technology to solve it.
What We Do
Many enterprise AI projects stall at the demo stage—not because of model limitations, but due to a missing translator and owner bridging business scenarios with technical solutions. Shunwo Network deeply engages on-site using its FDE model: first understand the business, then select the right technical path.
We offer end-to-end AI digital transformation consulting and training, agent development, and on-premise large model deployment. We also provide custom development for WeChat Mini Programs, websites, and mobile apps. One team handles the entire chain—no need to coordinate across multiple vendors.
How We Work
On-site Co-creation
Engineers should go to the business site and walk through the process with frontline teams, rather than hearing about it secondhand in a meeting room.
Validate before you invest
Run a closed-loop PoC with real business data over approximately two weeks to validate value before deciding on deep integration.
Standardized Delivery
Deliver requirements documents, API specifications, operations manuals, and training materials simultaneously to ensure seamless handover after system launch.
Skill Transfer
The delivery process includes training the client's internal team to ultimately enable them to independently manage operations and iterations.
What We Don't Do
- We don't build projects that are just demos and can't be deployed to production.
- We don't bill by headcount, and we don't promise unverified results.
- Do not force large-scale projects before data conditions and processes are mature.
Service Boundaries
Validate the problem first, then discuss solutions and investment.
You can start a conversation with your specific use case at any stage. Assessing feasibility doesn't require signing a contract first.
Contact Shunwo Network
Let's discuss the scenario first, then the solution.
Call us or scan the QR code to add our WeChat. We'll first understand your business workflow and current bottlenecks, then determine whether this is worth pursuing and where to start for maximum stability.
Scan the QR code to add Li Shoucong and connect directly with an FDE engineer.