Business2026-05-17| AIpedia Editorial Team

AI People Analytics 2026: Visier vs Workday Skills Cloud vs Eightfold vs ChartHop vs Lattice vs Crunchr vs Culture Amp

Complete guide to AI People Analytics, HR Analytics, Workforce Planning, Skills Intelligence, Employee Listening. Compare Visier ($1B, 1,000+ companies, $50K-1M/year), Workday People Analytics + Skills Cloud ($70B WDAY, Fortune 500 half, 100K+ Skills, $30-100/Employee/year), Eightfold AI ($2.1B, 300+ companies, $100K-2M/year), ChartHop ($110M, 500+ companies, $10K-100K/year), Lattice ($3B, 5,000+ companies, $11-15/Employee/mo), Crunchr (€30M, 150+ companies, $30K-200K/year), OneModel, IBM Watson Talent, Culture Amp ($1.5B AUD, 6,500+ companies, $20K-200K/year), Glint (LinkedIn), Peakon (Workday), Qualtrics EX, Microsoft Viva ($3T M365), Mercer Mettl. Features, pricing, ROI by company size for CHRO/VP People Analytics/HRBP/Workforce Planner.

In 2026 AI People Analytics has reached the era of Visier 1,000+ companies at $1B, Workday Skills Cloud Fortune 500 half with 100K+ Skills, Eightfold AI Talent Intelligence $2.1B, ChartHop $110M, Lattice 5,000+ companies $3B, Culture Amp 6,500+ companies $1.5B AUD, Microsoft Viva M365 built-in. Time to Promote -30%, 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 2030 $10B. Essential for CHRO/People Leader.

<h2>14 Leading AI People Analytics Tools</h2> <ul> <li>Visier ($1B, 1,000+ companies): People Analytics standard, 200+ Pre-Built Questions, Adobe/eBay/Charles Schwab/Uber/BASF, $50K-1M/yr.</li> <li>Workday People Analytics + Skills Cloud ($70B WDAY): Fortune 500 half, Skills Cloud 100K+ Skills, $30-100/Employee/yr.</li> <li>Eightfold AI Talent Intelligence ($2.1B, 300+ companies): Skills-Based Matching, Career Hub, Bayer/Capital One/Mastercard/SAP, $100K-2M/yr.</li> <li>ChartHop ($110M, 500+ companies): HR Data Platform, Modern Org Chart, Comp Review, $10K-100K/yr.</li> <li>Lattice ($3B, 5,000+ companies): Performance/Engagement/OKR/Growth, Slack/Robinhood/Reddit, $11-15/Employee/mo.</li> <li>Crunchr (€30M, 150+ companies): People Analytics, Workforce Planning, Heineken/AkzoNobel/Robeco, $30K-200K/yr.</li> <li>OneModel ($10M, 100+ companies): Customization, Snowflake/Databricks integrated, $50K-300K/yr.</li> <li>IBM Watson Talent ($130B IBM): HR AI + Adverse Impact, AI Bias Audit, $50-200/Employee/yr.</li> <li>Culture Amp ($1.5B AUD, 6,500+ companies): Engagement industry-largest, McDonald's/Slack/Salesforce, $20K-200K/yr.</li> <li>Glint (LinkedIn acq): Engagement Survey, Pulse, Manager Action Plan, $5-10/Employee/mo.</li> <li>Peakon (Workday acq): Employee Voice/Pulse, Driver Insights, $5-10/Employee/mo.</li> <li>Qualtrics EX ($15B): Employee Experience, Lifecycle Survey, $10-50/Employee/yr.</li> <li>Microsoft Viva ($3T): Viva Insights/Glint/Topics/Learning, M365 E5 built-in, $12-57/User.</li> <li>Mercer Mettl + Pluralsight Skills + LinkedIn Skill Insights: Talent Assessment, Skills Inventory, $30K-300K/yr.</li> </ul>

<h2>Top 10 Use Cases</h2> <ul> <li>1. Predictive Attrition (Visier/Workday/Eightfold): 6-12mo prediction, Hi-Po Retention +40%, Turnover -25%.</li> <li>2. Workforce Planning (Visier/ChartHop/Workday/Anaplan Workforce): Scenario Plan, Accuracy +50%.</li> <li>3. Pay Equity (Visier/PayScale/Syndio/Trusaic): Pay Gap, violations -90%, EU Pay Transparency 2026 compliant.</li> <li>4. Skills Intelligence (Workday Skills Cloud/Eightfold/Gloat/Pluralsight): 100K+ Skills, Gap Closure +40%, Internal Mobility +50%.</li> <li>5. Internal Talent Marketplace (Eightfold Career Hub/Gloat/Fuel50/Phenom): Internal Mobility +50%, Retention +30%.</li> <li>6. Employee Engagement (Culture Amp/Glint/Peakon/Qualtrics EX): annual->Monthly Pulse, Engagement +15pt.</li> <li>7. Performance Management (Lattice/15Five/Betterworks/Workday Talent): Continuous Performance, OKR, High Performer +30%.</li> <li>8. DEI Analytics (Visier DEI/Syndio/Trusaic/Eightfold): DEI +25%, SEC Human Capital Disclosure compliant.</li> <li>9. Manager Effectiveness (Lattice/Glint/Microsoft Viva): Manager Action Plan, Manager NPS +20pt.</li> <li>10. Org Design (ChartHop/Visier/Microsoft Viva Insights): Org Chart real-time, Span of Control, ONA.</li> </ul>

Optimal stacks: Startup/SMB (20-200 emp) Lattice $11/User + ChartHop Free = $2,500/mo; Tech Scale-up (200-2,000 emp) Lattice $15 + Culture Amp $30K + ChartHop $30K = $120K/yr; Mid (2,000-10,000 emp) Visier $200K + Workday Skills Cloud + Glint = $500K/yr; Fortune 500 Visier + Workday + Eightfold + Culture Amp = $2-5M/yr; Tech Fortune 100 Visier + Workday + Eightfold + Microsoft Viva + Syndio = $3-10M/yr; Pay Equity-focused Visier + Syndio + Trusaic = $200K-1M/yr; Internal Mobility-focused Eightfold Career Hub + Gloat + Phenom = $500K-2M/yr. Critical: HR Data Quality (HCM Single Source of Truth, 95% accuracy, Snowflake/Databricks HR Data Lakehouse); Manager Adoption (Manager Dashboard, Predictive Attrition Alert->1on1 auto, weekly Review); Privacy/Compliance (GDPR Article 88, EU AI Act 2026 High-Risk HR, NYC Local Law 144 Bias Audit, Illinois AI Video, SOC2 Type II, Pseudonymization); Engagement Action Loop (Monthly Pulse, Manager 30-day Action Plan, Executive Sponsorship); Skills Strategy (Skills Ontology design, Workday Skills Cloud/Eightfold, Critical Skills identification, Reskilling Plan). Roadmap: Week 1 Visier/Workday/Lattice/Culture Amp demos; Month 1 HCM Integration + Engagement Pulse + Predictive Attrition Model; Month 2-3 Manager Dashboard + 1on1 + Skills Cloud; Year 1 Turnover -15% + Engagement +10pt + Internal Mobility +30%; Year 2 Pay Equity + DEI + Talent Marketplace firm-wide; Year 3 Agentic People Analytics autonomous Hi-Po/Skills Gap/Career Path/Comp Recommendation.