Your sources become structured understanding.
The engine compiles everything you give it into a knowledge graph — dependencies mapped, contradictions preserved, gaps named. You see the structure and share it your way.
Three steps to structured understanding.
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 accessDrop in your sources
PDFs, Markdown, DOCX, plain text. Everything goes in as-is. SILKLEARN reads across them all — no reformatting, no prep work.
SILKLEARN compiles the structure 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.
Use it however you need
See the structure. 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. See the structure of your architecture docs and runbooks — dependencies mapped, gaps named.
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 — MCP integration ships soon.