Use cases

Kontexto.ai helps teams ship AI answers with receipts.

The useful AI interface is not just a chat box. It is the evidence layer: retrieval quality, citations, grounding, abstention, and tenant boundaries.

Support answers with citations

Deflect repeated questions without asking customers to trust an answer that has no source trail.

Internal knowledge search

Give teams one place to ask questions across docs, tickets, notes, transcripts, and policies.

Research and document review

Extract cited answers from long documents while preserving the source passages reviewers need.

Agent retrieval layer

Feed agents grounded context, abstention behavior, tenant isolation, and provider control before they act.