Use case
You joined a codebase. The docs exist. The structure doesn't.
Joining a large, unfamiliar codebase is a reading problem before it's a coding problem. Your sources exist — but the structure among them is invisible: which pieces conflict, which assumptions you're supposed to already have, what's missing. SILKLEARN compiles your sources into a knowledge graph — structure visible, gaps named, contradictions flagged.
Why this workflow fits
This is where the cost of invisible structure shows up first.
This is a strong fit when the knowledge already exists in internal systems, but the onboarding or transfer sequence is still implicit and costly to repeat manually.
Expected outcomes
The value shows up when teams stop relearning the same system by trial and error.
Outcome 01
See the structure — not because someone told you, but because the engine compiled it from your sources
Outcome 02
See where your sources contradict each other before you build on the wrong one
Outcome 03
A compiled knowledge graph, not a pile of files to guess your way through
Related paths
Move from this workflow into the feature or guide that supports it.
Next step