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You Don't Have a Skills Gap. You Have a Skills-Naming Problem.
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.

Mahesh Tharani
Aug 33 min read


The 4 Numbers That Actually Prove Training Worked (Completion Isn't One)
Completion rate proves attendance, not capability. Here are the four numbers that show training actually changed behaviour, plus a 2-minute scorecard.

Mahesh Tharani
Jul 203 min read


Why Course Completion Rates Don't Prove Workforce Capability
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.

Mahesh Tharani
Jul 63 min read
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