SWIRL 5 goes GA July 15.
Home dashboard + workspaces, canonical answers, 3-pass local relevancy, first-class MCP server, hallucination warning - all without moving your data!
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New in SWIRL 5: a hallucination warning. Every generated answer is checked against its cited sources; unsupported claims are flagged. Nothing ungrounded slips through unnoticed.
Built for the teams that can't copy their data: finance, insurance, healthcare, public sector.
AI on your data with no second index to secure, breach, or subpoena. Your security model is the only one!
New from @sidprobstein:
Why the knowledge-authority layer is the one piece no model or connector supplies from the outside - and how SWIRL 5's MCP server fills it.
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