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Product Design • SaaS • eLearning • AI • 2025
Reducing Course Creation Friction with AI-Assisted Structuring
Helping educators move from idea to structured course faster, while keeping full control over their content.
Project for
ROLE
Product Designer
timeline
3 - 4 Months
Scope
AI course creation flow
Collaboration
1 PM, 1 Head of Product, 3 Designers, 2 UATs, and 4 Engineers
Ownership
Drove UX for course structuring flow
01 - overview
From manual structuring to AI-assisted flow.
I worked as a Product Designer focusing on simplifying the early stage of course creation.
We redesigned how educators start building courses by shifting from manual structuring to an AI-assisted flow and reducing the effort required to go from idea to structured curriculum.
02 - Context
A tight timeline and a clear business goal.
Business Goal
→ Increase course creation speed to improve activation and content supply on the platform.
Constraints
→ AI capability was limited to structured output and rich text in MVP. We also had:
Tight timeline
Existing system dependency
Fast developer handoff required
03 - Problem
A tight timeline and a clear business goal.
Business Goal
→ Increase course creation speed to improve activation and content supply on the platform.
Constraints
→ AI capability was limited to structured output and rich text in MVP. We also had:
Tight timeline
Existing system dependency
Fast developer handoff required
04 - Approach
A tight timeline and a clear business goal.
Business Goal
→ Increase course creation speed to improve activation and content supply on the platform.
Constraints
→ AI capability was limited to structured output and rich text in MVP. We also had:
Tight timeline
Existing system dependency
Fast developer handoff required
05 - Key Decisions
A tight timeline and a clear business goal.
Business Goal
→ Increase course creation speed to improve activation and content supply on the platform.
Constraints
→ AI capability was limited to structured output and rich text in MVP. We also had:
Tight timeline
Existing system dependency
Fast developer handoff required
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