Content

Data Viz

Data Viz

Data Viz

HR Analytics Dashboard

Manvirender Singh Rawat

9 Feb 2026

Min Read

The Problem An expanding mid-size company faced a silent crisis: critical talent was walking out the door, but leadership couldn't pinpoint why. Performance reviews sat in isolated files, turnover patterns remained invisible, and headcount planning was pure guesswork.

Machine Learning in retail
Machine Learning in retail
Machine Learning in retail

What We Built A centralized intelligence hub that connects the dots between turnover, performance, and organizational structure. This isn't just pie charts and bar graphs—it's a diagnostic engine that reveals which departments are hemorrhaging talent, correlates exit patterns with performance scores, and forecasts headcount needs based on historical trends.

The Innovation: We integrated disparate HR systems into a unified analytical layer, creating predictive indicators that flag retention risks 90 days before exit patterns typically emerge.

About author

About author

About author

Manvirender is a data enthusiast and founder at Klaymatrix Data Labs

Manvirender Singh Rawat

Head of Strategy

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