Episode Details

Only 50 percent of employees have ever seen positive change after an engagement survey. That's not cynicism — it's statistically accurate. The problem isn't intent. Most managers genuinely want to act on results. The bottleneck is capacity: a single survey at a 5,000-person company can generate tens of thousands of open-text comments, and manually synthesizing those takes weeks. By the time themes surface, the moment has passed. In this episode, we look at how Culture Amp, Qualtrics, and Microsoft Viva Glint are using AI to close the gap between survey data and visible action. Culture Amp's AI Comment Summaries saved an estimated 6,600 hours — about 40 work-months — of manual analysis. Qualtrics Experience Agents helped organizations like adidas and Verizon see 70 percent more managers create personalized action plans. And a March 2026 study found that top-culture companies command a 47 percent stock market premium over their peers. The technology has caught up to the intent. If your team is still manually coding comments or sending PDF summaries to managers, this episode will tell you exactly where to focus.