Episode Details

Most enterprise training programs are lucky to see a third of employees finish. So how did Siemens Energy get 97% of its assessment cohort certified in GenAI skills within 90 days? In this episode, we break down what actually happened when a 100,000-person company swapped one-size-fits-all courses for AI-adaptive learning. The short version: they measured skills first, then built the training around what each person actually needed. An engineer who already knew prompt engineering didn't sit through the beginner module. Someone starting from scratch got a completely different path. That single change — measurement before curriculum — is what separated 'we trained 5,000 people' from '4,923 people demonstrated certified competency.' We also get honest about the numbers. These are vendor-reported results from one cohort, not an independently audited full-workforce rollout. But even with that context, the speed and completion rate are worth a serious look for any L&D leader tired of single-digit finish rates. Plus the sneaky-good multiplier: certified employees become teachers for everyone around them. If you lead learning and development, or you're just curious how AI is reshaping enterprise upskilling, this one's for you.