Turns out that HR needs more member information, like localization, assigned manager, and similar. So I’ve already created an extended profile layer that goes beyond simple role and skills tracking. What’s interesting is that this started as a competency matrix tool, but it’s gradually gaining features of a lightweight workforce intelligence system