Crawl your website, extract structured entities, review with human oversight, train agents and publish — with a compliance gate on every entity before it reaches an agent.
Structured entities give high-precision answers; document chunks cover the long tail. Both are built, reviewed and published automatically.
Point at a URL or drop in PDFs — Operanix ingests and indexes them.
Every entity and chunk is checked for PII and policy before storage.
Approve or reject extracted knowledge before it trains an agent.
Seven steps from source to published, AI-ready knowledge.
Turn your live pages into grounded, searchable knowledge in minutes.
auto-indexPDFs, FAQs, policies and SOPs, chunked for Layer-2 retrieval.
chunkingProducts, pricing and FAQs extracted as structured, high-precision entities.
structuredApprove, edit or reject before anything trains an agent.
oversightGenerate training data and score it against golden eval sets.
auto-evalPII detection and policy checks on every entity before storage.
gatedSee the pipeline run on your own content in a live demo.