---
title: "Insights | monō"
description: "What our operators and engineers learn building AI into real work. The decisions, trade-offs and results."
---

Insights

# Notes from the build.

What our operators and engineers learn building AI into real work. The decisions, trade-offs and results.

![](/insights/why-ai-pilots-stall/hero.png)

[Point of view](/insights/category/point-of-view/)18 June 20262 min read

## [Why most AI pilots stall](/insights/why-ai-pilots-stall/)

Most AI work fails before it ships. Not because the technology is weak, but because nobody rewires how the business actually runs.

David Hyman

[Read article →](/insights/why-ai-pilots-stall/)

## All posts

All postsPoint of viewEngineering

TopicAll posts (all)

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![](/insights/why-ai-pilots-stall/hero.png)

18 June 20262 min read

[Point of view](/insights/category/point-of-view/)

### [Why most AI pilots stall](/insights/why-ai-pilots-stall/)

Most AI work fails before it ships. Not because the technology is weak, but because nobody rewires how the business actually runs.

[David Hyman](/insights/author/david-hyman/)

![](/insights/the-model-is-a-component/thumbnail.png)

11 June 20262 min read

[Engineering](/insights/category/engineering/)

### [The model is a component](/insights/the-model-is-a-component/)

Pick the best model for each job today. Swap it tomorrow. Your business should never be tied to one lab's release schedule.

[The monō team](/insights/author/mono-team/)

![](/insights/most-software-depreciates/thumbnail.png)

4 June 20262 min read

[Point of view](/insights/category/point-of-view/)

### [Most software depreciates](/insights/most-software-depreciates/)

Most tools lose value the day you buy them. A system with memory does the opposite. It gets sharper every month you run it.

[David Hyman](/insights/author/david-hyman/)

3 articles

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