Features

Dependency mapping that finds the structure in any source.

Capabilities

The dependency structure is in your sources. You inspect it before you follow it.

Structure extraction

The reading order your documents never gave you.

Surface the prerequisite structure across your source material so you know what to read first, what unlocks the next concept, and where your sources disagree.

Synthesis canvas

The compiled structure, visible. Every edge inspectable before you follow it.

A visual synthesis canvas where the compiled dependency graph lives. Review every node, trace every edge to its source, resolve contradictions with your team — before following the path.

AI integration

Your compiled knowledge, available to every AI that asks for it.Coming soon

SILKLEARN becomes an MCP server. Any AI that supports Model Context Protocol — Claude, Cursor, Copilot — can pull dependency-ordered, contradiction-resolved knowledge from your compiled workspaces.

Enterprise

Coming soon

Private deployment. Your knowledge stays on your infrastructure.

Private cloud deployment

On-prem or private VPC. No external data transfer.

SSO & RBAC

Single sign-on with your identity provider. Role-based access.

Audit logs

Full provenance on every compilation and review decision.

Volume operation commits

Annual contracts with negotiated operation rates.

Priority support & onboarding

Dedicated support and migration assistance.

Next step

The reading order is already in your sources. Let's find it.

SILKLEARN

SILKLEARN compiles dense source material into reviewable learning paths, dependency-aware graphs, and context-efficient outputs for anyone working from complex source material.

Questions? contact@silklearn.io

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SILKLEARNStructure-first knowledge compilation
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