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Budgets Surge, Value Stalls: Redeploy or Drift
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 Use, Real Gains: Building the Systems That Make AI Work
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.
From Hype to Habits: The Systems That Make AI Work
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.
AI Makes Developers Faster—Except It Doesn't
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.
From Framework to Practice: Triaging Tasks for AI
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.