Writing on HR analytics, Power BI, workforce planning, AI in HR, and executive reporting — the same topics driving the LinkedIn content calendar.
Total attrition hides regretted leavers inside a number nobody can act on. Here's how to split it, and why it changes the conversation.
Wrong chart types, no narrative, and dashboards that only work on a laptop — the fixes are simpler than they look.
Forecasting and anomaly detection are ready. Predicting individual resignations reliably isn't — here's the honest line.
The three inputs most workforce plans skip, and the calculator that fixes it.
One number, one chart, one recommendation per slide. Everything else is an appendix.
Duplicate leaver records and inconsistent department names quietly break every dashboard built on top of them.