A CFO does not cut training because it lacks value. They cut it because it lacks a number. Here is how to give them one.

Call a capability a cost centre long enough and it will behave like one. You will fund it like overhead, staff it for throughput, and then be puzzled when it never moves up the value chain. India's Global Capability Centres are the clearest example. There are roughly 1,700 of them, employing close to 1.9 million people and generating on the order of $64 billion a year, according to NASSCOM. And yet many are still described inside their own parent companies as a cost line to b

Most 'skills gaps' are really naming failures: you can't close a gap you can't name. Run your top skill through the disambiguator and see what you're really asking for.

Completion rate proves attendance, not capability. Here are the four numbers that show training actually changed behaviour, plus a 2-minute scorecard.

Course completion rates tell you people clicked through a module. They say nothing about whether behaviour actually changed on the floor. Here's why capability, not completion, is the number that moves your CSAT, escalations, and turnaround time, and what to measure instead.