Documentationyour AI can read
Your architects write. Your AI implements.
The bridge between human knowledge and AI action.
From architect's mind
to developer's code
Architect Documents
Write specs, ADRs, and architecture decisions in your vault. Native diagrams, rich formatting, living documentation.
AI Reads via MCP
Cursor, Claude, Copilot connect directly to your docs. No copy-paste. No stale context. Always current.
Developer Ships
AI implements following your documented patterns. Code matches architecture. Teams stay aligned.
"The architect's documentation becomes the AI's implementation guide.
Finally, specs that actually get followed."
What makes us
impossible to ignore
Native MCP Support
Model Context Protocol is how AI agents read external data. We're the only documentation platform with first-class MCP support. Your Cursor, Claude, or custom agents can read and write your docs natively.
- AI reads your architecture specs directly
- Agents write drafts for review
- @AI comments for async document review
- Zero copy-paste, always in sync
{
"servers": {
"inovisum": {
"url": "https://your-org.inovisum.io",
"vault": "architecture",
"capabilities": [
"read",
"write",
"search"
]
}
}
}Your LLMs. Your Data.
Not everyone can send their proprietary architecture to OpenAI. Connect your own Ollama, vLLM, or any local model. Semantic search, AI features, zero cloud exposure.
- Connect Ollama or any OpenAI-compatible endpoint
- Semantic search with your own embeddings
- AI features without data leaving your infra
- Perfect for regulated industries
28 Diagram Formats
Native support for Mermaid, PlantUML, D2, Excalidraw, GraphViz, and 23 more via Kroki integration. Your diagrams live in version control, render live, and never go stale.
sequenceDiagram
Architect->>Inovisum: Write specs
Developer->>Cursor: "Read auth flow"
Cursor->>Inovisum: MCP request
Inovisum-->>Cursor: Architecture docs
Cursor->>Developer: Implements patternYou Own the Repo
Your documentation lives in Git. Full history, branch workflows, PR reviews for docs. If you ever leave, you keep everything. Standard Markdown, no proprietary format.
- Full Git history for all changes
- Branch and PR workflows for docs
- Standard Markdown + extensions
- Export anytime, no lock-in
The honest comparison
We're not trying to be everything. We're built for AI-native technical documentation.
Inovisum | Notion | Confluence | GitBook | |
|---|---|---|---|---|
| MCP Protocol (AI reads docs) | — | — | — | |
| Local LLM Support | — | — | — | |
| 28 Diagram Formats | — | — | 3 | |
| @AI Comment Review | — | — | — | |
| Git-Backed Storage | — | — | ||
| Semantic Search | — | basic | ||
| Real-time Collaboration | — | |||
| Data Sovereignty | — | self-host $$$ | — |
Your architecture.
Your infrastructure.
We know your architecture docs contain sensitive information. That's why we give you complete control over where your data lives and which AI models touch it.
Free during beta.
All features unlocked.
Help us shape the future of AI-native documentation. Get full access while we're in beta.
- 1 personal organization (default)
- Up to 2 additional organizations
- 3 vaults per organization
- 100 MB storage per organization
- All diagram formats (28+)
- Full MCP integration
- Local LLM support via MCP
- Semantic search
- Private & public vaults
- Git sync