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Practical insights for making AI useful at work.
Articles, stories, conversations, and tools for the people building adoption inside real organizations.


AI and Critical Thinking: Seven Levers Leaders Can Pull This Month
AI and critical thinking can grow together. Seven levers any leader can pull this month to keep people thinking, with research and a 15-minute team exercise.
Oct 105 min read


The Human Review Tax: What Your AI Adoption ROI Is Actually Missing
Employees spend nearly as much time reviewing AI outputs as creating them. Five steps to calculate your real AI adoption ROI and cut the hidden review tax.
Sep 174 min read


What Your Kid's Homework Can Teach You About AI Adoption at Work
62% of students use AI for homework and 80% were never taught how. What that means for your AI adoption strategy, and why AI guardrails matter more than access.
Sep 34 min read


AI and Employee Engagement Can Go Either Way. Leaders Decide Which.
Gallup's new data shows AI and employee engagement rise or fall on leader choices. Get the five-step process, engagement drivers, and team kickoff agenda.
Aug 194 min read


AI Tasks for Teams: The Point Is to Be More Human, Not Less
Most teams start by using AI for customer emails and outreach. But the real productivity gains come from handing AI the invisible busywork: data entry, document summaries, approval routing. Here's a reference table your team can use to sort AI tasks from human tasks.
Jul 224 min read


Five AI Adoption Problems That Quietly Stall Your Rollout
Three months into your AI rollout, finance asks if anyone is actually using it. "I think so" will not survive a budget meeting. Most AI adoption problems are not technology failures, they are habit, clarity, and leadership gaps. Here are the five most common ones, what to look for in your usage data, and a fix you can start this week for each.
Jun 305 min read


How to Build a Change Champion Network That Actually Moves AI Adoption Forward
A change champion network is the fastest way to drive AI adoption. Here's how to find early adopters, equip them, and reward the behavior that scales Copilot.
Apr 75 min read


AI Tools Are Table Stakes: Why Withholding Copilot Is Like Taking Away the Keyboard
AI tools are table stakes for employee engagement, retention, and talent. Here's why withholding Copilot is like taking away the keyboard.
Mar 304 min read
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