LLMentor is integrated into CARE’s assessment tools. In studies that involve grading or structured feedback, you can configure LLMentor to pre‑assess submissions based on your rubric. The system pre‑fills scores, short justifications, and feedback text for each criterion, so assessors start from a consistent baseline instead of a blank form. Instructors and reviewers stay in control of the final assessment. They review LLMentor’s suggestions directly in CARE’s assessment interface, adjust scores and wording where needed, and finalize the result. LLMentor helps you scale grading and feedback in large courses while maintaining human control.