The Stack

AI Automation Insights

Where we write about Automation, AI, and the technology decisions that matter for your business.

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Coming Next
Schools Still Haven't Figured Out AI. That's Your Problem Now.

August 19, 2026

Schools Still Haven't Figured Out AI. That's Your Problem Now.

67% of universities have no explicit AI policy. 95% of students use AI anyway. The graduates entering your organisation learned from that incoherence. Here is what to do about it.

Posts sorted by date, newest first.

What the EU AI Act Means If You're a Small Business Using AI
Compliance and RegulationAI and Technology

July 19, 2026

What the EU AI Act Means If You're a Small Business Using AI

The EU AI Act's Article 50 transparency obligations went live August 2. If you run a chatbot or generate AI content for EU audiences, this applies.

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What the EU AI Act Means If You're a Small Business Using AI
Compliance and RegulationAI and Technology

July 19, 2026

What the EU AI Act Means If You're a Small Business Using AI

The EU AI Act's Article 50 transparency obligations went live August 2. If you run a chatbot or generate AI content for EU audiences, this applies.

Read More →
Agentic AI: What It Is, Why Now, and What to Build First
AI and Technology

July 9, 2026

Agentic AI: What It Is, Why Now, and What to Build First

Agentic AI handles tasks where the input varies but the outcome stays consistent. Here is what changed in 18 months and what to build first.

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You Don't Need More Tools. You Need a Better Sequence.
Building and Running WorkflowsAI and Technology

June 25, 2026

You Don't Need More Tools. You Need a Better Sequence.

New AI models are releasing weekly. Most of it is noise. The problem in most small business automation is not the tools. It is the sequence.

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The Operator's Edge: Why Small Teams Win With Automation
AI and TechnologyIndustry and Business

June 11, 2026

The Operator's Edge: Why Small Teams Win With Automation

Close to 60% of small businesses are using AI. Enterprise organisations move faster on deployment. Here is why small teams have the structural advantage.

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What AI Still Can't Do (And Why That's Good News)
AI and TechnologyPeople and Hiring

May 28, 2026

What AI Still Can't Do (And Why That's Good News)

Two people should read this: one who just finished a graduate degree and one responsible for hiring them.

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The Human Part You Should Never Automate
People and Hiring

May 14, 2026

The Human Part You Should Never Automate

Some parts of your business should stay human. Not because automation cannot touch them, but because handing them off changes what they mean.

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Fragrance, Film, and Automation: The Common Structure
Building and Running Workflows

April 30, 2026

Fragrance, Film, and Automation: The Common Structure

A good prompt can get you started. A good structure keeps you running. What system design looks like when AI is doing the work.

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Your Team Is Not Slow. Your Process Is.
Building and Running WorkflowsIndustry and Business

April 16, 2026

Your Team Is Not Slow. Your Process Is.

When work takes too long, the instinct is to look at the people doing it. Wrong place to look. Here is where the time actually goes.

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How to Know If Your Automation Is Actually Working
Building and Running Workflows

April 9, 2026

How to Know If Your Automation Is Actually Working

Most people set up a workflow, watch it run once, and call it done. That is not a system. Here is how to measure what is real.

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Stop Automating the Wrong Things
Building and Running Workflows

April 2, 2026

Stop Automating the Wrong Things

There is a version of automation that makes your business faster at doing the wrong thing. Most people do not talk about this.

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The First Workflow Every Business Should Build
Getting StartedBuilding and Running Workflows

March 26, 2026

The First Workflow Every Business Should Build

Most businesses try to automate too many things at once. Start with one workflow, build it right, then move on.

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850+ Bottles, One Database. What Obsessive Documentation Taught Me About Automation
Building and Running Workflows

March 19, 2026

850+ Bottles, One Database. What Obsessive Documentation Taught Me About Automation

Twenty years of collecting fragrance. One unexpected lesson about workflow design that came from building the database.

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Your Clients Are Not Leaving Because of Bad Work. They Are Leaving Because of Silence.
Industry and Business

March 12, 2026

Your Clients Are Not Leaving Because of Bad Work. They Are Leaving Because of Silence.

The three-beat follow-up sequence that retains clients without any manual effort, and why timing matters more than speed.

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How Boutique Brands Automate Without Sounding Like They Did
Industry and Business

March 5, 2026

How Boutique Brands Automate Without Sounding Like They Did

The fear is that automation strips out personality. Here is why that fear is misplaced and how to keep the voice intact.

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Manual Data Entry Looks Free. It Is Not.
Building and Running Workflows

February 26, 2026

Manual Data Entry Looks Free. It Is Not.

It shows up as long days and quiet errors, not as a line item. Here is how to measure the actual cost and fix it.

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Every Workflow Needs a Trigger, an Action, and an Outcome. So Does Every Scene.
Building and Running Workflows

February 19, 2026

Every Workflow Needs a Trigger, an Action, and an Outcome. So Does Every Scene.

A structural principle from screenwriting that maps directly onto workflow design, and why the analogy is more than cosmetic.

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Automation Does Not Replace the Relationship. It Replaces the Forgetting.
Building and Running Workflows

February 12, 2026

Automation Does Not Replace the Relationship. It Replaces the Forgetting.

Automation does not replace warmth or judgment. It replaces the tasks that should never have required either.

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Start Where the Pain Is Loudest. Everything Else Follows.
Getting Started

February 5, 2026

Start Where the Pain Is Loudest. Everything Else Follows.

A three-question test that identifies your highest-value automation target and why starting anywhere else slows you down.

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Five Tasks You Should Never Do Manually Again
Getting Started

January 29, 2026

Five Tasks You Should Never Do Manually Again

Five tasks almost every business can automate regardless of industry or technical background, with real examples from each.

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The Tools Enterprises Had for Decades Are Now Available to You
Getting Started

January 22, 2026

The Tools Enterprises Had for Decades Are Now Available to You

AI-powered automation is no longer a large-company advantage. Here is what changed and what it means for small businesses.

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Where to Start With Automation When Everything Feels Like a Priority
Getting Started

January 15, 2026

Where to Start With Automation When Everything Feels Like a Priority

Start with the most painful task, not the most interesting one. A practical method for finding the right first automation.

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The Numbers From Our Own Workflows: What Actually Got Saved
Getting Started

January 8, 2026

The Numbers From Our Own Workflows: What Actually Got Saved

Real numbers from real automations. Here is what five different systems saved in time, cost, and consistency once they were running.

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