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ACG On AI

ACG On AI

Notes from 20 years of implementing AI and my day job at Automated Consulting Group by Robbie Allen.

Your AI rollout is a utility bill, not a strategy

Aug 3, 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.

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

Mar 3, 2026

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4 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.

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

Feb 17, 2026

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5 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.

Your AI Rollout Already Started. Now Lead It.

Feb 3, 2026

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4 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.

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

Jan 20, 2026

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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.

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

Dec 30, 2025

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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).

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ACG On AI

Notes from 20 years of implementing AI and my day job at Automated Consulting Group by Robbie Allen.

© 2026 Automated Consulting Group.
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