Build AI as Infrastructure

Build AI as Infrastructure

Raghib MurtRaghib Murt·May 19, 2026
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I haven't opened claude.ai or openai.com in a month.

Not because they're bad. Because I was using them wrong.

I was treating AI as a tool. Ask a question, get an answer, close the tab.

So I built a system instead. Now NOVA runs my company.

Workflows handling distribution, monitoring, outreach, without me in the loop. A scheduler fires agents overnight. An events dashboard tracks every workflow in real time, the same way you'd watch a production system. Everything controlled from Telegram and a Next.js web interface.

The insight isn't the tech. It's compounding.

A tool gives you output. A system runs your operations.

We build these for other businesses too, built around your workflows, your data, the tools you already run on.

Tell us what you'd like to automate → pixelionmedia.com/services

Edit: since this post, this has been rebuilt out as OTTO.