Enterprise Knowledge Base & Smart Q&A

Built on RAG (retrieval-augmented generation), we turn your policies, product documents and industry knowledge into a smart Q&A system: ask in natural language, answers cite their sources and stay within authorized material; web portal or embedded in WeChat accounts and mini programs, with optional private deployment for data security.

Enterprise knowledge is scattered across policy documents, product manuals, contract templates and customer service records: employees find answers by asking around, and every customer inquiry needs a human. Built on RAG (retrieval-augmented generation), we turn your private knowledge into a smart Q&A system — ask in natural language, and answers come only from authorized material, with cited sources that are traceable and verifiable, curbing "AI hallucinations" at the root.

What We Deliver

  • Knowledge base construction: document parsing, chunking and vectorization; supports Word / PDF / Excel / web pages / image OCR and more;
  • Smart Q&A system: standalone web portal, or embedded in WeChat accounts, mini programs and existing management systems;
  • Permissions & security: visibility scoped by department/role; optional private deployment so data never leaves your network;
  • Operations console: add/edit/remove knowledge, collect unanswered questions, analyze popular topics — the knowledge base keeps getting smarter.

Typical Use Cases

  • Internal policy / IT / HR Q&A: onboarding guides, expense procedures, policy lookups — instant answers;
  • Customer service & pre-sales support: agents check while chatting with consistent messaging; new hires get productive fast;
  • Dealer & agent support: policies, prices and manuals on demand, relieving headquarters support load;
  • Industry knowledge services: policy and technical consultation for members, farmers and partner organizations (building on Sunzom's years of work with farmer cooperatives and agricultural socialized service systems).

Deliverables

Knowledge base Q&A system (with admin console), document format and permission design, system integration interfaces, operations training. Existing systems can be evaluated first via Legacy System AI Upgrade and then integrated.

Want to See Your Documents Become a Knowledge Base?

Start with a free scenario assessment: an FDE engineer maps your business and identifies the AI use cases with the best return on investment.

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