Interview playbook

Assessment & Feedback Loop Handbook

Design feedback loops that combine AI scoring, mentor insight, and student reflection in under 48 hours.

Toolkit: Progress Radar, Flashcard Generator, Quiz Generator, Mentor Dashboards

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Key takeaways

  • Create a 48-hour response SLA so every mock leads to timely, actionable guidance.
  • Pair flashcards and quizzes with the exact transcript moments students should revisit.
  • Publish monthly readiness retros mixing quantitative lift with student reflection essays.

Readiness checkpoints

  • AI feedback reviewed and approved by mentors before students receive it.
  • Flashcards generated for each flagged competency within 12 hours of a mock.
  • Retrospective sessions scheduled with faculty and student leaders every four weeks.

Keywords we optimise for

  • feedback loop design
  • career services assessment
  • AI coaching workflow
  • student reflection practice