Insights for Engineering Excellence
organizational network analysis
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October 12, 2026
The Product Operating Model, Measured: 5,300 Meeting Hours a Month
A 600-person software vendor rebuilt IT around products, then measured it a year later: ~5,300 fewer meeting hours a month. What the data showed, and what the headline number hid.A 600-person software vendor rebuilt IT around products, then measured it a year later: ~5,300 fewer meeting hours a month. What the data showed, and what the headline number hid.

September 24, 2026
The AI Leak Vanishes for One Person and Reappears for a Team. That Tells You Where It Lives
AI productivity gains don't leak in the pipeline - they leak in the coordination between people, where cycle time and DORA can't see. Here's the layer to measure.AI productivity gains don't leak in the pipeline - they leak in the coordination between people, where cycle time and DORA can't see. Here's the layer to measure.