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Responsible AI

PMI Agile 2026 Had No AI Track. That Is the Signal.

A coach I know opened the PMI Agile 2026 session catalog back in June with one goal. Find the AI sessions, and work out what she was supposed to...

Agility

PMI Agile 2026: The Three Debates Worth Watching

Sometime in the next two weeks, someone on your team is going to forward you a summary of what happened at PMI Agile 2026. It will have five bolded...

Agility

How to Attend an Agile Conference Like an Analyst, Not a Fan

There is a difference between leaving a conference inspired and leaving it changed. I have been to my fair share, and I love the networking. But inspired fades somewhere over...

Responsible AI

Owning AI Is Not the Same as Controlling It

Picture two rooms in the same company on the same morning. In the boardroom, the message is simple: we're all in on AI. Two floors down, in a daily standup...

Business Transformation

How to Measure AI-Assisted Productivity Without Fooling Yourself

I see this question in a leadership review sometimes comes across like a bad joke. "So what is our AI productivity number?" Every head turns toward whoever owns the dashboard...

Responsible AI

Measuring AI Developer Productivity: Why the Old Metrics Break

The dashboard turned green about a month after your team switched on the AI coding tools, and everyone exhaled. Lines of code accepted climbed, suggestions used climbed, and story points...

Responsible AI

The AI Productivity Number That Can't Survive One Question

Let me guess. Somebody in your org just signed off on an AI budget this quarter. And the justification was some kind of productivity chart — green line, big number...

Responsible AI

When AI Surprises You, Read It as a Signal About Your System

Two weeks after the team switched on the AI coding assistant, the review comments per pull request roughly doubled, and the first reaction in the room was to blame the...

Responsible AI

Why AI Pilots Fail: It's Your System, Not the Tool

You rolled out the AI tools in the spring, the demo was great, and for two weeks it felt like the team had found another gear. Now it is six...

Responsible AI

AI Didn't Fix Your Team. It Just Made Everything Louder.

Six weeks ago I was working with a team that bought all the AI licenses at once. Sound familiar? Everybody was in the room for the demo, and it looked...