Can we do this if I know nothing about AI?
Yes. You do not need to learn prompt writing first, and you do not need to define the complete system in advance. We first identify one task that is highly repetitive, time-consuming, and suitable to hand off, then deliver the first working result.
How are you different from ChatGPT or a standard knowledge base?
ChatGPT begins with general knowledge. We begin with your business. A business analyst first structures your products, customers, cases, and real operating judgment, then connects that context to the team, content, or sales workflow.
Do we need to replace WeChat, our CRM, or our current systems?
Not necessarily. We prioritize the channels your team already uses. The integration approach is confirmed separately based on your current systems, permissions, and data scope.
How long does it take to see the first version?
Different scenarios require different materials and levels of discovery. After the initial diagnostic, we define the first-phase deliverable, schedule, and what both sides need to prepare. We do not make one universal commitment for every client before a contract is signed.
Can you guarantee follower growth, inquiries, or sales?
We cannot present outcomes outside our control as guarantees. We are accountable for upfront analysis, content quality, production efficiency, knowledge access, and the review mechanism. Traffic and sales also depend on the industry, product, account, and execution period.
How do you handle company materials and chat content?
Before the project begins, we define which materials may be accessed, who may use them, and what may be exposed externally. The specific data-handling approach follows the implementation plan confirmed by both parties.
Can we engage you for only part of the work?
Yes. We recommend starting with one high-frequency scenario, such as team Q&A, the first body of founder content, or sales-material retrieval. Once that works, we decide whether to expand.
What kinds of companies are the best fit?
The strongest fit is an organization where knowledge, trust, and operating capability are concentrated in the founder, team leaders, or a small number of top sellers.