What is AI People Analytics (HR Analytics)?
TL;DR
AI that analyzes HR data for attrition prediction/Workforce Planning/Skills Gap/Pay Equity. Visier/Workday Skills Cloud/Eightfold deliver Turnover -25%, Internal Mobility +50%, Skills Gap Closure +40%; market $10B by 2030.
AI People Analytics (HR Analytics): Definition & Explanation
AI People Analytics (HR Analytics + Workforce Planning + Skills Intelligence) integrates: (1) Predictive Attrition/Flight Risk (6-12mo prediction), (2) Workforce Planning Scenario (Hiring Plan vs Actual), (3) Pay Equity Analysis (Gender/Race Pay Gap), (4) Skills Intelligence/Skill Gap (Skill Ontology 100K+), (5) Internal Talent Marketplace (Internal Mobility +50%), (6) Employee Engagement Pulse (Monthly Survey), (7) Performance Management OKR (Continuous Performance), (8) DEI Analytics/Diversity Hiring, (9) Manager Effectiveness/Manager Hub, (10) Org Design/Org Health (Org Network Analysis) - essential for CHRO/People Leader. Market 2024 $4B → 2030 $10B (15% CAGR). Gartner People Analytics Magic Quadrant Leaders: Visier/Workday/SAP SuccessFactors/Crunchr/OneModel.\n\nLeading People Analytics platforms: (1) Visier ($1B, 1,000+ companies, People Analytics standard, 200+ Pre-Built Questions, Predictive Attrition, Adobe/eBay/Charles Schwab/Uber/BASF, $50K-1M/yr), (2) Workday People Analytics + Skills Cloud (WDAY $70B, Fortune 500 half, Skills Cloud 100K+ Skills, Workday HCM built-in, $30-100/Employee/yr), (3) Eightfold AI Talent Intelligence ($2.1B, 300+ companies, Skills-Based Matching, Career Hub, Bayer/Capital One/Mastercard/SAP, $100K-2M/yr), (4) ChartHop ($110M, 500+ companies, HR Data Platform, Modern Org Chart, $10K-100K/yr), (5) Lattice ($3B, 5,000+ companies, Performance/Engagement/OKR, Slack/Robinhood/Reddit, $11-15/Employee/mo), (6) Crunchr (€30M, 150+ companies, People Analytics, Heineken/AkzoNobel, $30K-200K/yr), (7) OneModel ($10M, 100+ companies, Customization, Snowflake/Databricks integrated, $50K-300K/yr), (8) IBM Watson Talent (IBM $130B, HR AI + Adverse Impact, $50-200/Employee/yr), (9) Culture Amp ($1.5B AUD, 6,500+ companies, Employee Engagement largest, McDonald's/Slack/Salesforce, $20K-200K/yr), (10) Glint (LinkedIn acq) / Peakon (Workday acq) / Qualtrics EX ($15B) / Microsoft Viva ($3T M365 built-in).\n\nKey use cases: (I) Predictive Attrition/Flight Risk (Visier/Workday/Eightfold, 6-12mo prediction, Hi-Po Retention +40%, Voluntary Turnover -25%), (II) Workforce Planning (Visier/ChartHop/Workday/Anaplan Workforce, Scenario Plan, Planning Accuracy +50%), (III) Pay Equity (Visier/PayScale/Syndio/Trusaic, Pay Gap, violations -90%, EU Pay Transparency Directive 2026 compliant), (IV) Skills Intelligence (Workday Skills Cloud/Eightfold/Gloat/Pluralsight, Skill Ontology 100K+, Gap Closure +40%, Internal Mobility +50%), (V) Internal Talent Marketplace (Eightfold Career Hub/Gloat/Fuel50/Phenom, Internal Mobility +50%, Retention +30%), (VI) Employee Engagement (Culture Amp/Glint/Peakon/Qualtrics EX, Monthly Pulse, Engagement +15pt), (VII) Performance Management (Lattice/15Five/Betterworks/Workday Talent, OKR, High Performer +30%), (VIII) DEI Analytics (Visier DEI/Syndio/Trusaic/Eightfold, DEI +25%, SEC Human Capital Disclosure compliant), (IX) Manager Effectiveness (Lattice/Glint/Microsoft Viva, Manager Action Plan, Manager NPS +20pt), (X) Org Design (ChartHop/Visier/Microsoft Viva Insights, Org Chart real-time, Span of Control, ONA Collaboration Pattern).\n\nValidation: Visier 1,000+ companies/Workday Fortune 500 half/Eightfold 300+ companies/Lattice 5,000+ companies/Culture Amp 6,500+ companies. Voluntary Turnover -25%, Hi-Po Retention +40%, Engagement +15pt, Internal Mobility +50%, Skills Gap Closure +40%, Pay Equity violations -90%, DEI +25%, Workforce Planning Accuracy +50%. Market 2024 $4B → 2030 $10B, ROI 5-30x.\n\nCritical priorities: (★) HR Data Quality (HCM Single Source of Truth, 95% accuracy, ATS/LMS/Comp/Survey integrated, Snowflake/Databricks HR Data Lakehouse recommended); (★) Manager Adoption (Manager Dashboard, Predictive Attrition Alert → 1on1 auto, weekly Review); (★) Privacy/Compliance (GDPR Article 88 Worker, EU AI Act 2026 High-Risk HR, NYC Local Law 144 Bias Audit, Illinois AI Video, California Human Capital Disclosure, SOC2 Type II, Pseudonymization); (★) Engagement Action Loop (Monthly Pulse, Manager 30-day Action Plan, Executive Sponsorship, Engagement → Retention/Performance correlation); (★) Skills Strategy (Skills Ontology design, Workday Skills Cloud/Eightfold, Critical Skills identification, Reskilling Plan, Skills-Based Hiring/Internal Mobility standardization).\n\n2026 trends: (★) Agentic People Analytics (Visier/Workday/Eightfold autonomous Hi-Po/Skills Gap/Career Path/Comp Recommendation, market 2030 $5B); (★) Skills-Based Talent Marketplace (Eightfold/Gloat/Workday Skills Cloud, Internal Mobility +50%, Resume-blind Skills-first standard); (★) Pay Transparency mandate (EU Pay Transparency Directive June 2026, California SB1162, NYC, Pay Equity violations -90%, Syndio/Trusaic standard); (★) Generative AI Manager Coaching (GPT-4/Claude, 1on1 Notes, Performance Review Draft, Manager time -60%); (★) Real-time Listening (Culture Amp/Glint/Peakon, annual → Monthly/Weekly Pulse, Sentiment Analysis); (★) Human Capital Disclosure expansion (EU CSRD/SEC/Japan ISSB, Engagement/Pay Equity/DEI/Skills Gap KPI mandatory); (★) Microsoft Viva integration (M365 E5, Viva Insights + Glint + Topics + Learning, Per-User standard).