People Analytics
People Analytics Software for Enterprises
Enterprises need governed data across regions and business units.
- products that fit
- 2
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Research in progress10 capabilities we evaluate
- Data source connectors
- Metric library and definitions
- Historical data model
- Self-service reporting
- Dashboards and visualization
- Predictive modeling
- Fairness and adverse impact analysis
- Access and privacy controls
- Data export and warehouse access
- Survey data integration
Research in progress
Culture Amp and Perceptyx have verified evidence that they serve this segment so far. We rank people analytics software for enterprises once at least 3 products have it; until then, this page sets out what matters and what we evaluate.
Culture Amp
PerceptyxWhat we evaluate
Data source connectors
Connects to HRIS, payroll, applicant tracking and survey systems to pull data on a schedule.
Metric library and definitions
Provides documented HR metrics such as turnover and time to fill with visible calculation rules.
Historical data model
Keeps point-in-time history so headcount and trends can be reported for past dates.
Self-service reporting
Lets HR users build reports and cuts of data without writing code.
Dashboards and visualization
Presents metrics in shareable dashboards for HR and business leaders.
Predictive modeling
Provides models, such as attrition risk, with disclosed inputs and accuracy.
Fairness and adverse impact analysis
Tests outcomes such as hiring, pay and promotion for differences across groups.
Access and privacy controls
Limits sensitive data by role and suppresses small groups to protect individuals.
Data export and warehouse access
Sends data to a customer data warehouse or exports it in bulk.
Survey data integration
Combines survey results with HR data for analysis.
What matters for enterprises
Warehouse and API access
Analytics feeds wider data programs.
Row-level security
Access must follow organization structure.
Regional privacy controls
Rules differ by country.
Scenario modeling
Workforce planning needs what-if analysis.
How to choose people analytics software
6 criteria · Requirements by company size · 5 red flags
List the ten questions leaders ask most often, then check that each can be answered from your data. The best platform is the one that answers them reliably.
Data connections, definitions and access control matter more than chart variety.
Data source connections
Analytics is only as good as the systems it reads.
Metric definitions and governance
Disagreement over how turnover or headcount is calculated destroys trust.
Data model and history
Trend analysis needs point-in-time history, not only current state.
Access control and privacy
Workforce data is sensitive, and small groups can identify individuals.
Self-service reporting
HR should not be the bottleneck for every question.
Predictive and modeling features
Attrition or workforce scenarios may help, but must be explainable.
Requirements by company size
Enterprises
- Warehouse and API access
- Row-level security and privacy thresholds
- Predictive and scenario tools with explainability
Watch out for
- Cross-region privacy and works council requirements
- Long implementation if data is not harmonized
Red flags
- Metric definitions are fixed and cannot be reviewed.
- The vendor cannot show how history of job and manager changes is stored.
- Predictions are shown without the data or drivers behind them.
- Small groups are displayed without a privacy threshold.
- The vendor cannot say who owns the data and how it is deleted at contract end.
More tools for enterprises
- 401(k) Providers401(k) providers for enterprises
- ACA ComplianceACA compliance for enterprises
- Applicant Tracking SystemsApplicant tracking systems for enterprises
- ASO ServicesASO services for enterprises
- Background Check ServicesBackground check services for enterprises
- Benefits AdministrationBenefits administration for enterprises
- Call Center Workforce ManagementCall center workforce management for enterprises
- Candidate Sourcing ToolsCandidate sourcing tools for enterprises
- Certified PayrollCertified payroll for enterprises
- COBRA AdministrationCOBRA administration for enterprises
Find your fit
More on people analytics software
- All people analytics software, ranked
The full ranking, top picks and how to choose.
- People Analytics comparison table
Every product side by side: score, price and verified features.
- People Analytics pricing guide
Published list prices, cost by headcount and fees to ask about.
- People analytics software for mid-sized companies
The ranking reweighted for mid-sized companies.
- People analytics software for small business
The ranking reweighted for small business.
- People analytics software for startups
The ranking reweighted for startups.
Frequently asked questions
Which people analytics platforms for enterprises integrate with Microsoft Teams?
2 of the 2 people analytics platforms for enterprises document an integration with Microsoft Teams: Culture Amp and Perceptyx.
How we research
A ranking of people analytics for enterprises reweights the LeadChange Score: capability coverage 30%, pricing transparency & value 10%, integrations & API 20%, security & compliance 25%, fit & support 5%, and data confidence 10%. Only products with a verified fact showing they serve this segment are listed.
How this page was made
What it is built from
4 verified facts, each checked against the vendor's own pages or another primary source, most recently on Nov 4, 2026.
Method
Scored and compared with the LeadChange methodology, version 1.5. Read the methodology
Independent review
Not reviewed yet by our independent reviewer. How we review
Hands-on testing
We have not tested these products hands-on: this page uses public information only.
Who made it
The LeadChange Research Team, following a written research process. No named expert has reviewed this page. About us
Independence and errors
Who pays us never changes a score or a rank. If something here is wrong, tell us and we correct it publicly. Request a correction
Get your people analytics shortlist
Tell us about your team and get a shortlist from our full people analytics ranking, without regard to who pays us.
Sources
The 4 pages this page's facts come from, with the day we last checked each one.
Quotes from the sources
- Culture Amp cultureamp.com/platform/plans-and-pricing“Enterprise organizations 1000+ employees Manager & executive trainings”
- Perceptyx go.perceptyx.com/security-trust-center“Trusted by over 30% of Fortune 100 and hundreds of other large, global enterprises”
- Culture Amp cultureamp.com/integrations“Save countless hours, minimize spend, and make better compensation decisions with Culture Amp and Pave.”
- Perceptyx go.perceptyx.com/platform/integrations“Oracle Cloud Human Capital Management (HCM)”