Technologies We Use

RAG, AI Search and Knowledge Assistants

Answers From Your Own Documents, With Citations

What is RAG, AI Search and Knowledge Assistants?

Retrieval augmented generation lets an assistant answer questions using your own documents, policies and records, with a citation for every answer, so staff stop hunting through folders and inboxes.

A knowledge assistant does two things. First it searches your approved content in SharePoint, in a file share, in a ticket system or on a website. Then it writes an answer grounded in what it found and links back to the source. That is the difference between a chatbot that invents plausible text and an assistant your team can rely on, because every claim can be checked.

How we use RAG, AI Search and Knowledge Assistants

How Clearwell Digital uses RAG, AI Search and Knowledge Assistants

What you get with RAG, AI Search and Knowledge Assistants

  • An assistant that cites its sources, so answers can be verified in one click
  • A content clean up pass, because bad answers usually mean stale documents
  • Permission mapping so confidential material never leaks into an answer
  • Usage reporting that shows which questions come up most, and where your documentation is thin

Want your documents to answer for themselves?

Bring us one folder and one recurring question. We will show you a grounded assistant answering it, with citations.