The derived knowledge type should be used for conclusions drawn from data or experience, and it follows the standard approval workflow so that inferred operational insights are categorized separately from facts and policies.

### 5.2 Knowledge Type Guidelines

— PYRANA_Internal_Knowledge_Graph_Specification.md

| `derived` | Conclusions drawn from data/experience | Standard |

— PYRANA_Internal_Knowledge_Graph_Specification.md

"Pharma clients require 2x onboarding time"

— PYRANA_Internal_Knowledge_Graph_Specification.md

"KAG Strategy 3 adds ~200ms latency"

— PYRANA_Internal_Knowledge_Graph_Specification.md