Human in the Loop

Every AI suggestion is a proposal, not a decision. Accept, modify, or override at any time.

Fairness First

Anonymous grading mode, consistent cross-student evaluation, and confidence flags for edge cases.

Full Transparency

See exactly why each grade was given. Every change logged with provenance for disputes.