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HR · AI Opportunity

AI Performance Review Assistant

AI compiles feedback from peers, customers, and project outcomes, then drafts balanced performance reviews with specific examples.

Annual Savings
$3,750/yr
Hours Saved/yr
100 hrs/yr
Difficulty
Medium
Revenue Impact
Low
Industry
All Industries
Business Size
11-50
Implementation Time
4 hours
Who Owns This
HR ManagerManager

Current Process

Performance reviews are written from memory at year-end, with generic feedback and no data to support ratings.

Time spent: 3 hours per employee

How AI Changes This

AI compiles feedback from peers, customers, and project outcomes, then drafts balanced performance reviews with specific examples.

Recommended Software
ChatGPTClaudeLattice15Five

Implementation Steps

  1. 1Collect 360 feedback throughout the year, not just at review time
  2. 2Compile project outcomes and customer feedback data
  3. 3Use AI to draft reviews with specific examples and balanced feedback
  4. 4Review and personalize before delivering to employee
  5. 5Set up quarterly check-ins to track progress on goals

Example AI Prompt

Copy and paste into ChatGPT, Claude, or Copilot
Draft a performance review for [employee name] based on: peer feedback [paste], customer feedback [paste], project outcomes [paste], goals from last review [paste]. Include: strengths with examples, areas for improvement, goal achievement assessment, and 3 SMART goals for next period. Balanced and specific.

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