Concept·Ideation·Augmentation·Developing·CON-019
Ideation Support
Value hypothesis
Kickstarts "blank page" effect by providing something to react to, helps in "cold start" situations where the domain is unfamiliar.
Innovation · Velocity
Offers a wider range of options faster, allowing solo or small-group to explore a larger solution space than they may open on their own. The designer provides a design challenge, problem statement, or brief and works iteratively with an LLM to generate candidate concepts, directions, and ideas across a broad solution space. AI produces rapid divergent output; the designer evaluates, selects, and develops promising directions.
Risks in application
Homogenization
Generated concepts cluster around familiar patterns and conventional solutions, narrowing rather than expanding available ideas. Evidence suggests usefulness for first-pass breadth but limited for the distinctive direction of strong concept work.
Pseudoproductivity
Fluently described AI concepts may appear more resolved than they are, creating premature closure around directions not yet evaluated against user needs or constraints.
Expertise that differentiates
Creative Direction
Evaluating which AI-generated concepts have genuine design potential vs. superficial novelty, and developing them into coherent approaches that address user needs within constraints.
Research and Insight
Grounding concept selection in evidence, ensuring creatively interesting options address evidence-based needs instead of a more tractable problem.
AI Fluency that assures
Goal and Task Awareness
Calibrating the brief demands against AI's known clustering tendency; source management determines idea quality.
Product Description
Specificity of brief requirements and constraints.
Related
Depends on
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Enables
Possible Indicators
Concept breadth
Number of distinct concept directions generated per session relative to solo brainstorming baseline
Ideation time
Elapsed time to initial concept shortlist relative to team workshop baseline
Sources
Noltenius (2025). Advancing User Experience Design through Generative AI. TU Wien.
Cattapan (n.d.). How my design workflow is changing with AI. Medium.
Wen (2025). Don't Trust the Design Process. Anthropic.
Fanny (n.d.). Integrating AI Into Real Design Work. UX Planet.
Vassallo and Blumenrose (2025). State of AI in Design 2025. Foundation Capital × Designer Fund.