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Updated AI Kills the Annual Review: Windmill and 15Five Turn Performance Feedback Into a Real-Time Sport
Performance reviews are becoming continuous, AI-assisted coaching instead of a once-a-year memory test.
What is this trend?
AI is turning performance management into an always-on workflow by pulling work signals into frequent, context-rich feedback that reduces bias and admin while improving coaching.
- Annual reviews are giving way to weekly or real-time check-ins that are more useful and less retrospective.
- AI can synthesize scattered work activity into feedback that feels more contextual, specific, and timely.
- Managers are shifting from paperwork and scoring to coaching, motivation, and role-fit decisions.
- Automation makes continuous feedback scalable, but human oversight still matters for judgment and trust.
- Performance systems are becoming predictive, aiming to spot disengagement and retention risk earlier.
What’s the latest?
Annual reviews are out, and AI-powered, continuous feedback is intransforming how organizations grow, engage, and retain talent in 2026.
How it developed earlier updates
Annual performance reviews are dead Windmill and 15Five are replacing outdated rituals with AI-powered, real-time feedback that turns performance management into a continuous, data-driven sport.
AI Kills the Annual Review: Windmill and 15Five Turn Performance Feedback Into a Real-Time Sport
Where this is playing out
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