FAQ
Common questions about AI implementation
How long does an AI implementation take?
It depends on complexity. Lightweight apps usually go live in 2–4 weeks; complex projects take 6–10 weeks. We follow a standardized five-step delivery process for on-time, high-quality delivery.
We don't have data — can we still do AI?
Yes. Many scenarios can start cold with public data and pre-trained models while accumulating their own data; we'll design a data plan during the diagnosis stage.
How much does an AI project cost?
Depending on scenario, data and deployment, investment ranges from tens of thousands to hundreds of thousands of yuan. We provide transparent quotes and ROI estimates at the design stage.
Our industry is quite niche — can you handle it?
We cover manufacturing, e-commerce, restaurants, education, cross-border trade, healthcare and more, and we also build custom solutions. Contact us to discuss your needs.
How do you ensure data security and privacy?
We support private deployment so data never leaves your company, plus domestic/regulated environments with full audit trails and controllable permissions.
Does the AI need maintenance after launch?
Yes. We provide ongoing operations: effect monitoring, model tuning and monthly iteration so the AI keeps improving with your business.
How is this different from using ChatGPT directly?
General models lack industry semantics and your business knowledge. We add industry fine-tuning, RAG and business-rule checks to land AI in real workflows — stable, explainable and controllable.
How do we get started?
Submit your request under Contact Us and our consultant will reach out within one business day for a free scenario diagnosis, then provide an actionable initial proposal and quote.