96% of executives say they want L&D to connect learning to business results. Only 8% say they're getting that data. The frameworks exist. Kirkpatrick's four levels, Will Thalheimer's LTEM, Jack and Patti Phillips' ROI methodology. The gap isn't knowledge of the frameworks. It's the willingness to build measurement infrastructure before someone asks for proof.

This topic covers what measurement systems that actually work look like in practice — built from the experience of running a global L&D function where measurement was required, not optional.