Drop in your sources. Get a clear path through them.
SILKLEARN reads across everything you give it, figures out what depends on what, and flags where sources disagree. You get the order, the conflicts, and the full picture — without the manual work.
Three steps to never reading in the wrong order again.
Drop in everything you're working from. SILKLEARN reads across it all, figures out what depends on what, and surfaces where things disagree. You get a clear picture — without spending hours trying to piece it together yourself.
Get early access1. Drop in your sources
PDFs, docs, Notion pages, code repos, web links. Everything goes in as-is. SILKLEARN reads across them all — no reformatting, no prep work.
2. SILKLEARN finds the order and the conflicts
It reads everything, maps what depends on what, and flags where sources disagree. You see the full picture — dependencies, contradictions, gaps — without doing the synthesis work yourself.
3. Use it however you need
Follow the reading path. Inspect the contradiction map. Feed structured context to your AI. Share with your team. The structure is yours to work with.
Who it's for.
Engineering teams
Onboard new members faster. Surface the dependency order in your architecture docs and runbooks.
Researchers
Synthesize across conflicting papers. Surface contradictions before you build on the wrong finding.
AI developers
Give your agents structured context, not retrieval guesses. Clean, source-grounded knowledge via MCP.