Platform
The document factory for AI-native teams
From raw files to searchable knowledge and production-ready docs — one continuous pipeline, no context switching.
Ingest
PDFs, Markdown, code repos, wikis, and APIs — unified at the source. Connect via webhooks, Git integrations, or bulk upload.
Understand
Structure-aware parsing with layout, entity, and code graph extraction. Tables, diagrams, and inline code preserved.
Retrieve
Hybrid RAG with reranking — precise answers, not keyword matches. Sub-200ms query latency at scale.
Deliver
Auto-synced docs, changelogs, and API references in your workflow. Publish to Confluence, Notion, or static sites.
Built for production workloads
Enterprise-grade architecture without enterprise-grade complexity.
Multi-format ingestion
Support for 40+ document formats including PDF, DOCX, Markdown, HTML, and source code. OCR for scanned documents with layout preservation.
Incremental indexing
Only re-process changed sections. Git-aware diffing for code repos means faster updates and lower compute costs.
Deployment flexibility
Run fully self-hosted in your VPC, or use our managed cloud. Same API, same experience — your data stays where you need it.