// organizational culture

All signals tagged with this topic

Microsoft eliminates its most candid employee survey question

Microsoft removed a question measuring whether employees felt psychologically safe at work—one of the few metrics that correlates with retention and productivity. The company either encountered uncomfortable results it couldn't address, or decided external talent competition outweighed internal culture feedback. For organizations reliant on engagement scores and annual surveys, the move is a reminder that metrics become theater when leadership ignores negative signals.

Amazon Kills AI Usage Leaderboard After Workers Game the Metrics

Amazon's shutdown of an internal AI adoption tracker shows the precise failure mode of metrics-driven culture: when tool usage becomes visible and rankable, employees optimize for the metric rather than outcomes, flooding the system with make-work tasks. Adoption dashboards designed to drive compliance often backfire, forcing companies to rely on subtler behavioral nudges or outcome-based measurement instead of public scorecards that invite strategic manipulation.