Knowledge management built for agents
Structure your business context into governed topics and typed entries, generate it with AI, and fill an entire Knowledge base from your website in minutes with Magic Fill.
Standard topics, plus your own
Start with a complete model of standard topics, then add custom topics for anything unique to your business. Each becomes a structured part of your source of truth.
- 11 standard topics out of the box, from Brand Voice to Competitors
- Custom topics with their own icons and fields
- Organized per brand, governed in Prerun Studio
Structured, typed entries
Knowledge lives in typed entries, not loose documents, so agents retrieve clean, consistent values every time. Short and long text, lists, colors, URLs, images, and PDFs.
- Seven field types for structured, reliable retrieval
- Draft, publish, and archive each entry
- Attach assets like brand images and PDFs
Generate on-brand content
Stuck on a blank field? Generate content with one click. Prerun drafts on-brand entries from the Knowledge you have already approved, so new content stays consistent.
- One-click generation for any text or list field
- Grounded in your existing approved Knowledge
- Metered with simple AI credits
Fill your entire Knowledge base, in minutes
Point Magic Fill at your website, a PDF, or pasted text. Prerun reviews the source, extracts what matters, and generates a suggestion for every blank field across your topics, each with a confidence score. You review and accept.
- Crawl a website, upload a PDF, or paste text
- Suggestions for every blank field, with confidence and reasoning
- Accept, reject, or skip, one by one or in bulk
- Turns hours of manual entry into minutes
Approved once, current everywhere
Once Knowledge is structured and approved, Prerun keeps every connected agent current.
Versioned and governed
Every entry has draft, published, and archived states with full version history.
Private or public
Keep Knowledge internal, or publish it deliberately for public retrieval.
Served over MCP and REST
Agents retrieve the latest approved entries through the MCP Server and REST API.
Structured for retrieval
Typed fields and topics keep Knowledge consistent and easy for agents to use.
Build your source of truth in an afternoon.
Structure your topics, generate with AI, and let Magic Fill do the rest.