# Operation first. Automation after.

> Why AI goes where it earns its place, and how to keep your people while it does.

Source: https://andrewsponsler.com/garden/operation-first-automation-after

"Just automate stuff" is the wrong first move. Automate a tangled process and you get a tangled process that runs faster. The operation comes first: how the work flows, who owns which number, what a good week looks like. Automation comes after, and AI goes where it earns its place, and nowhere else.

## What AI is for

AI can automate out the admin, the copy-paste, the 40 open tabs, the work that eats your week and gives nothing back. What's left is the most human part of the job. The thinking. The taste. The calls only you can make.

AI is an amplifier. Feed it nothing and you get nothing back, faster. Feed it real skill, real thought, real taste, and it multiplies all of it.

## Keep the people

The lazy play is cutting headcount. The people who already know your customers, your systems and your internal shorthand are the ones who should be running the AI. Teach them and they get dangerous. Replace them and you lose everything they knew.

More in Andrew's AI thesis (https://andrewsponsler.com/thesis).