Enterprise AI fails when it can't find the right answer.

Claude drafts. Copilot summarizes. Harvey runs workflows. None of them know which answer your organization has actually approved — because that knowledge lives in M365, SharePoint, Snowflake, legal databases, ServiceNow, and a dozen other places no embedding pipeline can reliably keep current.

SWIRL is the knowledge authority layer.

We connect AI to your enterprise sources at the moment of query — ranked, permissioned, and canonical — without moving data, building ingestion pipelines, or deploying a vector database.

SWIRL 5 delivers:
→ Federated search across 100+ enterprise platforms
→ Canonical version finder — the approved answer, not just any answer
→ Semantic cache — deduplication and acceleration at the pipeline level
→ MCP server — any AI agent gets enterprise knowledge access in days, not months

Already running in production at law firms, pharmaceutical supply chains, federal agencies, air-gapped classified environments, and AI platform companies — without data migration, new infrastructure costs, or vendor lock-in.

SWIRL 5 preview access is open now. Request early access at swirlaiconnect.com.

SWIRL AI

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SWIRL AI

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