Pilot Knowledge Base Rag Setupv1.0.0

A company sets up a RAG pipeline to index internal documents (HR policies, technical manuals) enabling employees to ask natural language questions and get precise answers. This reduces time spent searching for information across silos.

A SaaS company deploys the pipeline to ingest FAQ articles, product documentation, and support tickets. The query agent serves instant answers to customer queries, reducing support tickets and improving response times.

A law firm indexes contracts, case law, and regulatory documents. Lawyers can query the system to find relevant precedents or clauses, streamlining legal research and due diligence.

A hospital deploys the pipeline to ingest medical journals, clinical guidelines, and patient records. Physicians can query for treatment protocols or drug interactions, aiding clinical decision-making.

A university sets up the pipeline to index research papers, theses, and lecture notes. Students and researchers can ask complex queries and retrieve relevant excerpts, accelerating literature reviews.

Charge customers a monthly fee based on the number of documents indexed or queries processed. This provides predictable recurring revenue.

Bill customers based on the number of embeddings generated, storage used, or API calls to the query agent. This aligns cost with actual usage.

Offer a premium tier where the provider handles setup, maintenance, and optimization of the RAG pipeline for the client. Revenue comes from a fixed retainer plus annual maintenance.