PeopleWare HR as a Service: Closing the Accountability Loop

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17.1 Overview: How PeopleWare Consumes SADMF Metrics for Personnel Decisions

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17.2 The Integrated Performance Profile (IPP): The Permanent Individual Record

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17.3 The Psychological Safety Dashboard: Real-Time Workforce Sentiment Monitoring

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17.4 Certification Compliance Tracking: Automated Escalation for Lapsed Certifications

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17.5 The Automated Corrective Action Engine (ACAE): Threshold-Triggered Warnings, PIPs, and Separations

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17.6 AI-Powered Talent Optimization (AIPTO): Attrition Prediction and Proactive Intervention

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17.7 Workforce Analytics Reporting (WAR): Stack-Ranked Performance and Forced Distribution

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Facilitation Notes

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