Performance Calibration Process and Bias-Control Design
For HR leaders and managers: run a fair performance-calibration session that aligns rating standards, surfaces biases, and documents decisions to protect appraisal fairness before sign-off.
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Model: claude-sonnet-4-7
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Knowledge: 2026-Q2
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Aligning rating standards across inconsistent managers; addressing grade inflation before bonus allocation; running a first fair calibration session.
#معايرة الأداء#إدارة الأداء#ضبط التحيّز#عدالة التقييم#توثيق القرارات
Built-in quality guards
Anti-hallucination
No fabricated ratings, distribution ratios, or inflation
Format Check
Adherence to step structure and bias table
Completeness
Cover prep, session, bias, documentation, and appeal
KSA Context
Refer decisions with legal effect to Saudi Labor Law
Specialist Review
Decisions affecting rights referred to a specialist