Enterprise AI Search
Enterprise AI Search That Cites Its Sources
Enterprise AI search retrieves the right evidence from your own documents, produces a direct answer, and cites the source — going beyond keyword results and beyond confident answers from a model's memory.
Definition
Enterprise AI Search That Cites Its Sources
Enterprise AI search combines retrieval with generation, but in a specific order: deterministic retrieval runs first to find and rank the evidence in your documents, and only then is an answer produced from that evidence. The answer cites the documents it used, so it can be verified.
This matters because a general chatbot answers from training data with no source. Grounded enterprise search answers from your governed knowledge, shows the evidence, and is honest when the documentation doesn't cover the question — which is what makes it usable for operational and regulated work.
Enterprise AI Search
How it works
Retrieve, then generate
Relevant passages are found across your approved knowledge before any answer is written, so the response is built from evidence, not memory.
Classify the evidence
Evidence is classified so you know what kind of source backs a claim and whether it is the governing version — not just that something matched.
Cite, or say it can't
Factual answers cite their sources, and when generation isn't permitted, an evidence-only mode still returns the cited sources with no generation at all.
FAQ
Frequently asked questions
What is enterprise AI search?
Enterprise AI search retrieves evidence from an organization's own documents, produces a direct answer, and cites the source. It runs deterministic retrieval before generation, so answers are grounded and verifiable.
How is it different from a chatbot?
A general chatbot answers from training data with no source. Grounded enterprise search answers from your documents, cites them, and refuses rather than guesses when the evidence isn't there.
What if AI generation isn't allowed for some data?
An evidence-only mode returns cited sources from your documents with no generation, so restricted data classes still benefit from retrieval.
See it on your own operational knowledge
Enterprise AI search retrieves the right evidence from your own documents, produces a direct answer, and cites the source — going beyond keyword results and beyond confident answers from a model's memory.