Update evaluation records from incoming LLM responses
Update evaluation records from incoming LLM responses
AI scoring responses arrive unstructured, leaving evaluation records incomplete and instructors without context. Updates append scores and responses to the record for same-day instructor review.
Overview
Disconnected AI scoring payloads create manual reconciliation work and slow instructor feedback. This flow consolidates those replies and scores into the correct evaluation record and increments a review counter, enabling same-day instructor action and clearer program reporting.