Skip to content
← All writing

2026-07-22 · AI, Process

You do not need an AI transformation

You don't need an AI transformation.

You need one workflow to stop hurting.

Transformation is the word people reach for when they want to sound ambitious. It means rebuilding everything at once. It's slow, expensive, and it usually stalls, because nobody can agree on where to begin.

One workflow is different.

You find the process that wastes the most time. You scope it tightly. You build something that works, then you check whether it actually saved the time it promised. Then you do the next one.

Boring? Sure.

But boring compounds. Five small systems that work will beat one grand project that never ships. Every time.

The teams getting real value from AI aren't the ones with the biggest vision.

They're the ones who shipped something small last month, watched it hold up, and kept going.

Pick one workflow. Make it reliable. Move on.