Solutions/By Industry/HR
HR
People analytics & HR teams

Attrition, engagement, all in one place.

People analytics turns HR data into decisions: predict attrition, measure engagement drivers, test fairness in pay, and model time-to-leave. Skari runs the survival, regression, and survey methods HR needs.

Attrition predictionEngagement driversPay-equity testing
110+
Analysis methods
ML
Attrition models
Cox
Tenure survival
AI
Built-in tutor

THE QUESTIONS

Sound familiar?

The recurring analytical questions in your field — and the methods that answer them.

01

Who is likely to leave — and what drives it?

02

What actually raises engagement scores?

03

Is pay fair after controlling for role and tenure?

04

Turning survey results into an action list.

METHODS THAT FIT

The analyses your work runs on.

Drawn straight from the Statistical & Model Lab catalog — every method with assumption checks and plain-language interpretation.

Attrition & prediction

Predict who leaves and when.

Logistic regressionRandom forest / XGBoostCox regression (tenure)Kaplan-MeierFeature importance

Drivers & comparison

Find what moves engagement and performance.

Multiple regressionDriver analysist-test / ANOVAANCOVA (pay equity)Mediation & moderation

Segmentation & structure

Group employees and validate scales.

K-Means clusteringFactor analysisReliability (survey scales)PCA

SURVEY LAB

Collect the data too.

Design, distribute, and analyze surveys — the results flow straight into the same analysis engine.

HOW IT WORKS

From data to decision in four steps.

The same guided flow for every method — no coding, no guesswork.

01

Bring your data

Drop in CSV or Excel, or pull from a public dataset. Types are auto-detected.

02

Pick the method

Describe your question — the AI recommends fitting methods straight from the catalog.

03

Run with checks

Assumptions are validated before every run, with plain-language explanations.

04

Report & export

Get a publication-ready report with R / Python code and APA tables.

Bring your data. Get answers.

A publication-ready report in minutes — with reasoning, R/Python code, and an AI tutor.