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The AI Rollout

What's actually happening inside AI rollouts. What works, what stalls, and what it costs.


Featured

Smart at what?

Sep 21, 2026

•

3 min read

Fear is the AI sales pitch now

Sep 14, 2026

•

6 min read

The wrappers will take the premium

Sep 6, 2026

•

5 min read

All posts


Smart at what?

We turn expertise in one field into authority over everything nearby.

Sep 21, 2026

•

3 min read

Fear is the AI sales pitch now

I heard it building AI companies in 2010 and 2017. The forecasts keep changing. The confidence doesn't.

Sep 14, 2026

•

6 min read

The wrappers will take the premium

If model capability tops out, the frontier labs are racing toward a commodity. Wrappers take the premium.

Sep 6, 2026

•

5 min read

We're closer to the fifth inning

Everyone says AI is in the first inning. The physics, the scaling data, and a measurement problem nobody talks about suggest we might be further along than that.

Aug 30, 2026

•

4 min read

The overage bill is the good news

Your AI bill is exact. Its value isn't. Companies need two different scoreboards before the CFO starts asking questions.

Aug 23, 2026

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4 min read

Where your AI spend actually converts (and where it doesn't)

A four-step test for whether an AI workflow will actually give you time back, or just move the work.

Aug 16, 2026

•

5 min read

The job AI didn't shrink

AI made building cheaper. It didn't touch who decides what gets built.

Aug 10, 2026

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5 min read

Your AI rollout is a utility bill, not a strategy

Company-wide AI licenses are overhead. The money is in narrow projects nobody calls transformation.

Aug 3, 2026

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5 min read

AI's Uneven Impact Map: Why Some Functions Get 10x, and Others Get Nothing

Predicting where AI will actually pay off with a simple framework.

Mar 3, 2026

•

4 min read

AI Adoption Is a UX Problem: Why Inbox Drafts Beat Dashboards

Most AI tools fail not because they’re bad, but because they ask too much of busy humans.

Feb 17, 2026

•

5 min read

Your AI Rollout Already Started. Now Lead It.

20% of your organization has been using AI even before you told them to. You can learn from them.

Feb 3, 2026

•

4 min read

In AI, Your Differentiator Isn’t the Model. It’s the Workflow.

LLMs are converging and changing - but the quality of your workflow remains.

Jan 20, 2026

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4 min read

The Job Displacement Myth: AI Doesn't Eliminate Roles. It Compresses Them.

Becoming more efficient (while still being essential).

Dec 30, 2025

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4 min read

Three Conversations You’re Not Having About AI (But Your Team Is)

Your people are optimistic about AI, and that optimism can leave a few things unsaid.

Dec 16, 2025

•

5 min read

The 30-Day AI Challenge Every Team Should Try

Making the use of AI as routine as checking email.

Nov 24, 2025

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4 min read

AI Transformation Starts with the CEO

When the CEO takes ownership, AI stops being a science experiment and starts becoming a strategy.

Nov 13, 2025

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4 min read

The Decade of AI Agents

(And Why We’re Still in Year One)

Oct 30, 2025

•

5 min read

Google Already Won the AI Race

(You Just Haven’t Noticed Yet)

Oct 16, 2025

•

4 min read

You’re Not Behind On AI

What’s moving, what to try this week, and how to know it worked.

Sep 26, 2025

•

4 min read

What's actually happening inside AI rollouts. What works, what stalls, and what it costs.

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