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Performance Management with AI: Goals, Reviews, and Growth
Paperback
Series: AI Series Books, Book 13
Publisher: Independently Published
Published: Aug 2 2026
Pages: 312
Weight: 0.92
Height: 0.70 Width: 6.00 Depth: 9.00
Language: English
If you're an HRBP or People Partner who owns the performance cycle for a few hundred people - anddreads it every quarter - this book is for you.
You know these moments:
- Managers submit ratings the night before calibration, all 4s and 5s, with no evidence behind them.
- You chase forty self-assessments and get twelve back.
- A development plan is a dropdown the employee forgets by Monday.
- Leadership asks who your top performers are, and you have a gut feeling, not a system.
This is performance management as theater, and you're the stagehand. AI ends it.
Then this book is the system.
Here's what you'll learn:
- The Goal Engine - turn vague objectives into measurable, AI-checked goals in minutes.
- The Continuous Pulse - replace the annual scramble with always-on monitoring, without crossing intosurveillance.
- The Review-Form Generator - produce custom evaluation forms and question banks in under a minute.
- The Evidence Builder - make every rating defensible before calibration starts.
- The Manager Co-Pilot - draft fair, specific reviews from real data instead of memory.
- The 1-on-1 Co-Pilot - walk into every meeting with the right agenda already prepared.
- The Growth Mapper - turn each review into a development plan that actually moves.
- The 8-Accelerator Change Plan - make the whole rollout stick.
57 ready-to-use templates and 60 ready-to-use prompts inside - no email walls, no downloads, every oneprinted on the page.
A single seat in a performance-management course runs $300 to $2,000, and an HR consultant to redesignyour cycle costs far more. This book costs less than dinner.
Stop running reviews from scratch. Start running a system.
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