---
title: "One AI doesn’t fit all | Infographic by Olivier Gomez (OG)"
source: https://olivier-gomez.com/infographics/one-ai-does-not-fit-all/
author: Olivier Gomez (OG)
language: en
updated: 18/10/2026
description: "Most companies are trying to force one AI model to do everything. That’s the mistake."
---

[Infographic](https://olivier-gomez.com/infographics/)

# One AI doesn’t fit all

**Olivier Gomez (OG)** 17/10/2026, source: McKinsey Global Institute

Source printed on the infographic: McKinsey Global Institute. [Open full size](https://olivier-gomez.com/img/infographics/og-site_infographic-one-ai-does-not-fit-all.jpg).

Most companies are trying to force one AI model to do everything.

That’s the mistake.

The winners will not have the biggest models. They’ll have the right models for the right jobs.

Legal. Finance. Industrial operations. Healthcare.

Precision beats size when the stakes are real.

General AI gives broad capability. Specialized AI delivers operational advantage.

That is where performance, control, and ROI start compounding.

If you are still deploying AI like a one-size-fits-all tool, you are already behind.

First published in the AI in Infographics series on 17/10/2026. [See it on Substack](https://oliviergomez.substack.com/p/og-intelligence-the-infographic-series-484) or [subscribe](https://oliviergomez.substack.com/subscribe) to get the next one.

## Olivier Gomez (OG)

Olivier Gomez (OG) is the CEO and co-founder of IAC.AI. He has 25+ years of enterprise AI and automation delivery, including senior automation leadership roles at Hewlett Packard and DXC Technology. Co-author of The A to Z of Generative AI.

[Book a 30-minute call](https://calendly.com/oliviergomez)[About OG](https://olivier-gomez.com/olivier-gomez/)

## More infographics

[All infographics](https://olivier-gomez.com/infographics/)[17/10/2026

### Who’s watching the AI? The new era of AI security

AI is becoming the new attack surface. And most companies are defending it with yesterday’s security model.

See the infographic](https://olivier-gomez.com/infographics/ai-security/)[17/10/2026

### 5G is already old news. Meet 6G.

5G changed connectivity. 6G will change reality itself.

See the infographic](https://olivier-gomez.com/infographics/meet-6g/)[17/10/2026

### AI is writing code. Humans are just reviewing it.

AI is no longer helping developers write code. It’s writing most of it. The bottleneck shifted from typing to judgment.

See the infographic](https://olivier-gomez.com/infographics/ai-is-writing-code/)