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Feedback Aide for Summative Testing

Research

Reliable AI scoring for accuracy and consistency at scale

In summative or high-stakes testing, there’s no room for error. Feedback Aide brings the precision of an AI essay grader to formal assessments, delivering consistent automated essay scoring across large cohorts. With rubric alignment and enterprise-grade reliability, it ensures every learner is scored fairly and every assessment program can scale with confidence.

Key Benefits

  • Guarantee consistency: Eliminate scorer fatigue and variability with AI that grades essays reliably.
  • Maintain rigor: Align scoring with holistic, analytic, or custom rubrics for defensible outcomes.
  • Scale securely: Enterprise-ready API built for compliance and resilience under heavy loads.
  • Cut costs, not quality: Reduce manual grading overhead while safeguarding assessment standards.

How to use these demos

1. Choose a demo from the list below. Start by clicking 'Generate Feedback' for each response.
2. After these are scored by Feedback Aide, review the 'Summary of feedback' to see the justifications behind the scores.
3. Need to change something? Use Manual Grading to fine-tune the feedback, then click 'Save/Submit scores' when you’re ready.


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