# organisational readiness

Published articles for organisational readiness.

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## Shifting readiness left: What AI can (and can't) do for organisational readiness

DevFeed: [Shifting readiness left: What AI can (and can't) do for organisational readiness](<https://devfeed.tech/articles/shifting-readiness-left-what-ai-can-and-can-t-do-for-organisational-readiness-33588.md>)

Original publisher: [Read original article](<https://blog.scottlogic.com/2026/07/27/shifting-readiness-left-what-ai-can-and-cant-do-for-organisational-readiness.html>)

Author: Nel Mathams

Published: 2026-07-27T14:48:00Z

Content type: opinion

Language: en

Sources: [Scott Logic](<https://devfeed.tech/sources/scott-logic.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [data](<https://devfeed.tech/topics/data.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [building-shared-understanding](<https://devfeed.tech/tags/building-shared-understanding.md>), [delivery](<https://devfeed.tech/tags/delivery.md>), [discovery](<https://devfeed.tech/tags/discovery.md>), [ethics](<https://devfeed.tech/tags/ethics.md>), [funding](<https://devfeed.tech/tags/funding.md>), [governance](<https://devfeed.tech/tags/governance.md>), [institute-for-government](<https://devfeed.tech/tags/institute-for-government.md>), [objectives](<https://devfeed.tech/tags/objectives.md>), [organisational-goals](<https://devfeed.tech/tags/organisational-goals.md>), [organisational-readiness](<https://devfeed.tech/tags/organisational-readiness.md>), [shift-left](<https://devfeed.tech/tags/shift-left.md>), [transformation](<https://devfeed.tech/tags/transformation.md>)

### AI overview

This opinion article argues that organisational readiness depends on shared understanding rather than only governance, funding, or delivery structures. It examines how AI can help align goals, surface hidden assumptions, and accelerate discovery while keeping human judgement in control, including ethical considerations around data.

### Source excerpt

Organisational readiness is often treated as a matter of governance, funding and delivery structures. In this post, I argue that true readiness is about building shared understanding, and explore how AI can help organisations align on goals, surface hidden assumptions and accelerate discovery work, while keeping human judgement firmly in control.