Causal triples

How “explain why” becomes structured, auditable learning.

Causal triples capture a defect, a hypothesis, and an action.

How to read this

• Triples are versioned and auditable.

• Feedback strengthens or weakens hypotheses over time.

• The operator can confirm, reject, or annotate.

Next steps

• Decision model

• Local RCA engine

• Evidence packaging