---
title: | Insights
description: Insights |
---

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Kausalyze journal

# Engineering cause and effect.

Perspectives on causal AI, process engineering and the evidence behind better plant decisions.

[All articles](https://www.kausalyze.com/kausalyze-ltd-blog)[News](https://www.kausalyze.com/kausalyze-ltd-blog/tag/news)[Insights](https://www.kausalyze.com/kausalyze-ltd-blog/tag/insights)

[![](https://www.kausalyze.com/hubfs/Huntsman%20success%20post.svg)](https://www.kausalyze.com/kausalyze-ltd-blog/how-kausalyze-is-helping-huntsman-reduce-heat-exchanger-fouling)

31 Jul 2026

[News](https://www.kausalyze.com/kausalyze-ltd-blog/tag/news)[Insights](https://www.kausalyze.com/kausalyze-ltd-blog/tag/insights)

## [Kausalyze and Huntsman partner to tackle heat exchanger fouling with causal AI](https://www.kausalyze.com/kausalyze-ltd-blog/how-kausalyze-is-helping-huntsman-reduce-heat-exchanger-fouling)

Kausalyze is proud to be working with Huntsman Polyurethanes to apply causal AI to one of the most persistent challenges in process manufacturing - understanding and ...

[Read article](https://www.kausalyze.com/kausalyze-ltd-blog/how-kausalyze-is-helping-huntsman-reduce-heat-exchanger-fouling)

[![](https://www.kausalyze.com/hs-fs/hubfs/why-ai-writes-emails-hero-v1.jpg?width=720&height=450&name=why-ai-writes-emails-hero-v1.jpg)](https://www.kausalyze.com/kausalyze-ltd-blog/why-industrial-ai-will-be-built-on-causal-reasoning)

21 Apr 2026

[Insights](https://www.kausalyze.com/kausalyze-ltd-blog/tag/insights)

## [Why industrial AI will be built on causal reasoning, not scale](https://www.kausalyze.com/kausalyze-ltd-blog/why-industrial-ai-will-be-built-on-causal-reasoning)

No technology has reached enterprise scale as quickly as generative AI. Stanford's 2026 AI Index puts enterprise adoption past 88%, roughly double its 2023 level, and ...

[Read article](https://www.kausalyze.com/kausalyze-ltd-blog/why-industrial-ai-will-be-built-on-causal-reasoning)

[![](https://www.kausalyze.com/hs-fs/hubfs/image_upscaled_10x_300dpi.jpg?width=720&height=450&name=image_upscaled_10x_300dpi.jpg)](https://www.kausalyze.com/kausalyze-ltd-blog/what-building-kausalyze-taught-me-lessons-beyond-the-technology)

10 Apr 2026

[Insights](https://www.kausalyze.com/kausalyze-ltd-blog/tag/insights)

## [What Building Kausalyze Taught Me: Lessons Beyond the Technology](https://www.kausalyze.com/kausalyze-ltd-blog/what-building-kausalyze-taught-me-lessons-beyond-the-technology)

By Louis Allen, Founder & CEO of Kausalyze

[Read article](https://www.kausalyze.com/kausalyze-ltd-blog/what-building-kausalyze-taught-me-lessons-beyond-the-technology)

[![](https://www.kausalyze.com/hs-fs/hubfs/1.4tn.jpg?width=720&height=450&name=1.4tn.jpg)](https://www.kausalyze.com/kausalyze-ltd-blog/from-correlation-to-causation-in-industrial-ai)

12 Mar 2026

[Insights](https://www.kausalyze.com/kausalyze-ltd-blog/tag/insights)

## [From Correlation to Causation in Industrial AI](https://www.kausalyze.com/kausalyze-ltd-blog/from-correlation-to-causation-in-industrial-ai)

Kausalyze founder and CEO, Louis Allen, recently reflected on why unplanned downtime still costs the world's largest manufacturers $1.4 trillion a year (Siemens, 2024) ...

[Read article](https://www.kausalyze.com/kausalyze-ltd-blog/from-correlation-to-causation-in-industrial-ai)

## Bring the question back to your plant.

Explore how a causal model could help investigate a recurring problem and determine what to change.

[Book a technical review](https://www.kausalyze.com/book-demo)

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Causal AI for process manufacturing. A University of Sheffield spinout, founded by chemical engineers.

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