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Module 3 - AI Analysis

Analyze requirements and define product scope with AI.

Analysis phase

The Phase Where You Discover Reality

2 min read
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You Wouldn’t Start Coding Like This, So Don’t Do It With AI

Connecting the analysis phase to how you already think as an engineer or founder.

4 min read
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The Analyst Role

The Hidden Skill That Makes or Breaks Everything

4 min read
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Competitive Research

Seeing the Landscape With Analyst Eyes

2 min read
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Problem-Solution Fit

The Analyst’s First Responsibility

5 min read
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Success Criteria

Where the Analyst and Product Manager Overlap

4 min read
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The UX/UI Role

Designing the Human Side of AI-First Development

5 min read
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Brand Colors vs Semantic Colors in AI-First UI

Why UX/UI designers must define color palettes as explicit artifacts so AI can apply them reliably.

7 min read
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Design Inspiration Libraries for AI-First UI

How to turn screenshots you love into structured artifacts that teach AI your taste instead of forcing it to copy pixels.

4 min read
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Email Flows as Part of UX

Why email is part of the product experience, and how to use AI to design the right notifications instead of forgetting them entirely.

4 min read
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