AI ROI
The Phantom Productivity Trap: Real-World Failures of AI Productivity Metrics
🟢 Overview The AI productivity debate is increasingly dominated by activity metrics. * Pull requests. * Tasks completed. * Hours saved. * Token consumption. * Licences deployed. The problem is that activity is easy to measure. Value is not. Many organisations report productivity gains while lacking a verified baseline for quality, maintainability, verification effort and downstream