LEARN → UNDERSTAND → QUALIFY → TEACH

A Tutor designed around evidence.

The NDT Scholar Tutor architecture recognizes intent, retrieves relevant concepts, validates relevance and prepares source-grounded explanations. The production backend is intentionally pending on the Spark plan rather than exposing keys or restricted content.