Switch between the systems users actually operate.
The experience mirrors the product surface instead of a generic marketing carousel: each tab changes the prompt, evidence, metrics, and workflow path.
Managed knowledge
Documents become searchable context without user model setup.
Upload PDFs, docs, spreadsheets, or notes. Confluye indexes them with provider-managed embeddings, tracks reindex state, and exposes cited context to chat and workflows.
248 docsIndexed
LiveReindex
3 citedSources
RAG Knowledge
Indexing and retrieving context
Which onboarding risk is highest in the uploaded Q3 support brief?
The highest risk is stalled enterprise onboarding: the support brief ties it to missing SSO docs, delayed security review, and repeated launch-date slips.
Q3 support brief.pdfSecurity checklist.docxLaunch notes table
1Upload docsPDF, Sheets, Drive
2Chunk + embedtext-embedding-3-small
3Answer with evidenceCitations in chat
What Confluye replaces
One operational layer for docs, chat, workflows, and runs.
Knowledge-native context
Knowledge bases, documents, and tables stay addressable from chat and workflow nodes.
Agent workflow canvas
Codex, Claude Code, MCP tools, conditions, webhooks, and approvals run as connected steps.
Provider-managed AI
Embedding infrastructure is invisible to customers while BYOK remains available for chat models.
Build directly on your agent runtime
Claude Code, Codex, MCP tools, RAG retrieval, approvals, and logs can share one graph.