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People Analytics & Workforce Planning

Perspective

CountryBusiness UnitLevel

Workforce AI

Your workforce, in perspective.

by Ed Om edwinom.nyc@gmail.com

Start with the evidence. Explore what matters. Work through your next question.

Synthetic workforce data · Workforce snapshot follows selected filters; Skills and Planning remain company-wide

A brief look across the business

AI summary of the sources below. Observations and stored scenarios are kept separate.

Sources, populations and limitations

How to use this app

This is NOT a standard people analytics dashboard—it’s a decision-making tool that connects workforce insights to talent actions and planning scenarios, with clear costs, tradeoffs, and measurable goals.

Start with a question. Review Workforce and use the supporting data to understand the issue, sharpen your question, and decide where to focus.
Explore and to connect capability gaps with possible learning responses. To bring Skills evidence into Planning, choose an Observed skill gap, enter your Business goal, then click Carry to Planning. Review the carried evidence before modeling; opening a page does not carry it automatically.
Click Planning Overview, then Scenario Modeling to enter assumptions and run a supported comparison. Work through Position & Workforce Design, Workforce Response and Execution & Feasibility. Check Labor Cost Planning for financial context, and compare modeled costs and tradeoffs against your goal.

Navigation does not carry evidence or run models. Scenarios do not make real workforce changes.