AI & Agentic Software · AI building blocks
Retrieval-Augmented Generation (RAG)
An approach and set of tools that let an AI answer from a business’s own documents by retrieving the relevant passages first, so answers are accurate and cite their sources.
Also searched as: RAG · AI over your documents
What it does
- Document ingestion and chunking
- Semantic search
- Answers with citations
- Permission-aware retrieval
- Freshness and re-indexing
Who uses it
Any business putting an AI assistant on its own knowledge: support, legal, HR and product manuals.
Well-known examples
LlamaIndex · Azure AI Search · Amazon Bedrock Knowledge Bases · Vertex AI Search · Custom pipelines
Buy, build or connect?
Private ChatGPT for Your Business (Company Knowledge AI)
A private, ChatGPT-style assistant that knows your business. Your team asks questions in plain English, and it answers from your own documents, procedures, customer records and policies, cites the source and only shows people what they are allowed to see.
AI-Ready Data Cleanup & Organization
AI is only as good as what it can read. We clean up and connect your spreadsheets, CRM, shared drives and documents so AI assistants give accurate answers instead of confident guesses.
Customer Service Chatbot
Resolve common customer service questions instantly (order status, returns, hours, policies) and send the rest to your team with full context.
Related software
Questions about retrieval-augmented generation (RAG)
What is retrieval-augmented generation (RAG)?
An approach and set of tools that let an AI answer from a business’s own documents by retrieving the relevant passages first, so answers are accurate and cite their sources.
How is AI changing retrieval-augmented generation (RAG)?
RAG is the most common way businesses make AI trustworthy on their own content; the craft is in clean data, good chunking and honest “I don’t know” answers.
Need retrieval-augmented generation (RAG) set up, connected or built?
Tell us what you use today and what you need it to do. We will tell you honestly whether to buy, build or connect, with a fixed quote.
- Big projects and small ones are all welcome
- Fixed-price quotes, no surprise invoices
- You own your code, data and accounts
- A client portal to track progress, invoices and payments
- Rooted in Wisconsin, serving businesses nationwide