Knowledge Plane

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Knowledge Plane is a Productivity & Business tool that provides shared memory for AI agents and teams. It automatically keeps code, docs, and chats updated, structured, and auditable across existing tools like Cursor and Claude.

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At a glance

Pricing

Likely Not Free

Free tier

API

Yes

Skill level

Technical

About

What is Knowledge Plane?

Knowledge Plane offers a shared memory layer for engineering teams, transforming code, documentation, and chat logs into a single, continuously updated, structured, and auditable source of truth. It integrates seamlessly with existing AI tools such as Cursor and Claude, eliminating the need for constant re-explanation of context. The platform addresses common issues like stale knowledge, context silos across different tools, and the loss of valuable AI-assisted solutions after sessions. By automating memory maintenance and providing traceability for AI-generated answers, Knowledge Plane enables teams to build more efficiently and confidently, ensuring that all AI agents operate with the most current and relevant information.

Best used for

Ideal for engineering teams and product managers who need to ensure AI tools always have current context, eliminate knowledge silos, and preserve AI-assisted solutions. Especially valuable for teams working with multiple AI agents and tools that require a consistent, up-to-date, and auditable knowledge base.

Common actions

manage AI context

share team knowledge

automate knowledge updates

trace AI decisions

integrate AI tools

Capabilities

Key features

Automated knowledge refresh
Shared memory layer
Integrates with AI tools
Traceable AI answers
Graph and vector memory
Customizable skills

Target Audience

product manager

Integrations

cursorclaudegithubslackgoogle-drive

Pricing & Plans

Likely Not Free

Not publicly disclosed. Check knowledgeplane.io for current pricing.

FAQs

Is Knowledge Plane just vector RAG?

No, Knowledge Plane combines graph memory with vector embeddings. While vector RAG primarily uses semantic search on documents, Knowledge Plane's graph memory stores knowledge as a network of connected facts, allowing AI agents to reason about dependencies, ownership, and timelines, not just keyword matches.

What are 'skills' and how do they keep memory fresh?

Skills are scheduled jobs that automatically fetch, reconcile, and update your knowledge base. They detect drift between your sources and stored knowledge, then update facts accordingly. This ensures your AI's memory remains current without manual re-uploading of documents.

What data is stored versus referenced by Knowledge Plane?

Knowledge Plane extracts atomic facts and relationships from your sources, but it does not store raw copies of your files. Original documents remain in their native locations. What's stored are structured knowledge cards, facts, and their relationships, with citations back to the source.

When will pricing be available for Knowledge Plane?

Pricing will be announced once Knowledge Plane exits its early access phase. Currently, the focus is on refining the product with the initial cohort of teams. Early access participants will be the first to receive pricing information and will have input into the plan structures.

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