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Evaluate AI agents for recruiting automation, onboarding, HR helpdesk, performance management, and workforce analytics — with vendor comparisons and compliance guidance built for People teams.
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What's Inside
HR AI sits at the intersection of people, legal, and technology. This guide covers not just which tools work, but how to deploy them without running afoul of GDPR, EEOC, and emerging EU AI Act requirements.
Chapter 01
Which categories of HR AI are delivering ROI — and which are still hype. Data from 400+ HR deployments across recruiting, onboarding, and workforce analytics.
Chapter 02
Mapping HR AI to your team's biggest pain points: time-to-hire, onboarding cost, helpdesk volume, retention risk, and performance cycle efficiency.
Chapter 03
Side-by-side comparison of Paradox, Beamery, SeekOut, and 6 others on candidate quality, diversity impact, ATS integration, and total cost of ownership.
Chapter 04
GDPR data minimisation requirements for HR AI, EEOC disparate impact rules, EU AI Act high-risk classification, and how to run a bias audit before deployment.
Chapter 05
Compatibility matrix for Workday, SAP SuccessFactors, BambooHR, Rippling, Greenhouse, Lever, and 12 other HR platforms. API vs native integration trade-offs.
Chapter 06
How to communicate AI deployment to employees. Common objections, transparency best practices, and a 30-day adoption plan with ESAT measurement.
Chapter 07
KPI framework for HR AI: time-to-fill, cost-per-hire, onboarding completion rate, HR ticket deflection, and employee NPS. Executive dashboard template included.
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