AI budgets are rising fast—but value isn’t keeping up. This edition explores why teams stall at scale, from trust breakdowns and shadow AI to tool sprawl and misused time. Learn the key ratios and design fixes that turn saved hours into strategic outcomes.
Shadow AI use is rising while leaders claim productivity gains—without the proof to back it. This issue unpacks the disconnect, explores role-specific AI design, and shows how small businesses align adoption with outcomes. Speed is real—but only systems turn it into sustainable value.
AI tools are everywhere—but results only stick when systems support them. This issue unpacks why training, agent design, governance, and KPI alignment make or break scale. Pilots succeed, but only strategy turns speed into sustainable value. Learn where to build next.
A METR study found that AI coding tools like Cursor Pro and Claude slowed experienced developers by 19%, even though they felt 24% faster—revealing a major gap between perceived and actual productivity.
Minutes saved don’t equal business value. This article shows how to assign AI tasks to the right control mode—Tool, Co-Pilot, Partner, or Supervised Autonomy—based on ambiguity and consequence. Build scalable governance that turns AI adoption into measurable performance gains.