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# Where AI Belongs in a Design Organization

**[Medium](https://daily.dev/sources/medium_js)** · 3 min read · 0 upvotes · 0 comments

## Summary

A framework for where AI fits within a design organization, structured as a lifecycle map rather than a tool list. Four zones are identified: discovery acceleration, option generation, production assistance, and ops/coordination. Design judgment, ethical trade-offs, and stakeholder decisions remain human work. Common mistakes include using AI to skip problem definition and jump to demo-grade UI, creating organizational debt. High-ROI but unglamorous uses include synthesizing workshop notes, drafting test scripts, and generating accessibility checklists. Governance should focus on zone clarity — defining what can be AI-assisted, what requires human sign-off, and how artifacts are labeled by readiness — rather than tool policing.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://medium.com/@conceptd/where-ai-belongs-in-a-design-organization-e143e001a8bc>

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---

Tags: [#ai](https://daily.dev/tags/ai), [#ux](https://daily.dev/tags/ux), [#ai-governance](https://daily.dev/tags/ai-governance), [#design-systems](https://daily.dev/tags/design-systems)

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