Features built for real enterprise needs
Everything you need to transform scattered documents into structured, secure, queryable knowledge — from ingestion to answers.
Structured Knowledge Ingestion
Documents are automatically organized into notebooks, pages, and notes — a navigable hierarchy that scales with your organization.
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AI-Powered Q&A
Ask questions in plain language. Get precise answers grounded in your documents, with full citations to the source — notebook, page, and section.
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Permission-Aware Responses
Every answer respects your access policies. Sensitive documents are only visible to authorized users — always, without exception.
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Public Knowledge Publishing
Publish selected notebooks as docs-style sites with SEO controls, deep-linking, and shareable URLs.
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Multi-Format Import
Ingest PDFs, Word docs, Markdown, and plain text. The pipeline extracts, structures, and indexes everything automatically.
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Semantic Search
Find anything across all ingested documents. Semantic search understands meaning, not just keywords.
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Content Engine Pipeline
A multi-stage ingestion pipeline with confidence scoring, AI enhancement, and structured notebook generation — fully observable.
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Confidence & Trust Scoring
Every note gets a trust score and coherence score. Flagged content is preserved separately — nothing is silently discarded.
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