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AI is disruptively changing the way we operate businesses’ tasks and processes. Starting from code related tasks, continuing with accounting, process automation, CAD designing… to All Things computer driven.

Being AI-First Means Changing The Core

10 min readNov 2, 2026

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How we run Ardora with agents: ardora-os, the company’s exocortex

Almost every company that “adopts artificial intelligence” does the same thing: it leaves the way of working untouched and adds an assistant next to it. A chatbot that summarizes emails, a copilot in the editor, a tool that drafts documents. It helps, but it changes nothing important. Work stays scattered across inboxes, meetings nobody listens to again, decisions that live in the head of whoever made them and processes that are followed if someone remembers.

At Ardora we defend something else: being AI-First means redesigning the core of the company so that agents are the ones who execute by default and people are the ones who decide. It is not an add-on; it is a different architecture for the organization. And since it is easy to say, we did it first with ourselves. From the early stages of its history Ardora, a technology consultancy, has been run from ardora-os: a repository that acts as the control plane of the whole company. This article explains how it is built, why we made each decision, what works, what does not yet and how it carries over to any other business. Everything comes from the repository’s real history; no clients or internal data appear.

What AI-First means (and what it doesn’t)

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Iago Rodríguez-Quintana Sández
Iago Rodríguez-Quintana Sández

Written by Iago Rodríguez-Quintana Sández

Telecomms engineer devoted for physics, astronomy and math. Particularly, the concepts of time and and our existence in the universe have always driven me crazy

Vibe Anything
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Published in Vibe Anything

AI is disruptively changing the way we operate businesses’ tasks and processes. Starting from code related tasks, continuing with accounting, process automation, CAD designing… to All Things computer driven.