9 Dec 2025
AI Design Stack
AI Assisted Design
AI can amplify human capability and unlock personalised experiences at scale, but investment in AI should be well scoped, rigorously validated, and built on solid UX foundations.
Here is a practical, modernised AI Design Stack Checklist for 2025; an end-to-end toolkit for designing AI-enhanced products and features that are ethical, usable, and genuinely helpful.
AI Design Stack: Tool Summary Table (2025)
Category | Tool | Summary of Use |
Ideation & Concept Development | ChatGPT | High-quality prompt-based idea generation, concept framing, and early feature exploration. |
Notion AI | Synthesises research, structures insights, generates personas, and creates clear documentation. | |
Jasper | Produces tone-aligned concept statements, marketing-style copy, and early narrative framing. | |
Wireframing & Prototyping | Galileo AI | Converts text prompts into Figma-ready UI mockups for rapid exploration. |
Uizard | Transforms sketches into wireframes and generates quick MVP layouts for validation. | |
Framer AI | Builds live, interactive web prototypes with AI-generated UI and content. | |
Visual Design & Imaging | Midjourney | Generates high-fidelity concept art and visual storytelling assets. |
Adobe Firefly | Produces images, textures, and vector graphics natively inside Adobe tools. | |
Runway ML | Advanced image/video generation, useful for motion concepts and narrative explorations. | |
UX Writing & Content Design | Writer.com | Creates brand-consistent UX copy and maintains terminology standards. |
Jasper / Copy.ai | Generates variations of headlines, CTAs, onboarding copy, and product messaging. | |
Figma Plugins | Provides microcopy suggestions directly inside design files. | |
Testing & Optimisation | Attention Insight | Predicts visual hierarchy using AI heatmaps. Helps validate layout and focus areas. |
Maze AI | Delivers rapid remote testing with AI-generated insights and usability analysis. | |
VWO AI | Supports automated A/B testing for conversion and behaviour optimisation. | |
Humane.AI | Scores designs based on emotional and perceptual cues to refine user impact. |
Summary: What to Expect if You Try This Stack
Several tools (e.g. ChatGPT, Uizard, Copy.ai) offer a free or freemium tier; suitable for early experimentation or small-team use.
Others (e.g. Jasper, Midjourney, Framer AI, Runway ML, VWO AI, Attention Insight, Humane.AI) are paid or subscription-based; better suited for teams with budget and clear usage patterns.
Some (notably Galileo AI) may currently be invite-only or restricted-access, which can impose a waiting period or require application to use.
For tools bundled into larger suites (e.g. Notion AI, Adobe Firefly), recent pricing/licensing changes – especially 2025 updates – have made full AI access contingent on higher-tier or business plan subscriptions.
Closing Thoughts
AI will not replace designers; but designers who understand how to orchestrate AI will outpace those who don’t.
The discipline remains the same: understand people, design with clarity, and validate rigorously. What changes is the speed, scale, and ambition of what we can create.
Used thoughtfully, this AI stack becomes more than a toolkit; it becomes a strategic advantage. It helps us focus on what matters most: crafting meaningful, human-centred experiences that stand the test of time.
Latest Updates
(SG — 02)
©2024
9 Dec 2025
AI Design Stack
AI Assisted Design
AI can amplify human capability and unlock personalised experiences at scale, but investment in AI should be well scoped, rigorously validated, and built on solid UX foundations.
Here is a practical, modernised AI Design Stack Checklist for 2025; an end-to-end toolkit for designing AI-enhanced products and features that are ethical, usable, and genuinely helpful.
AI Design Stack: Tool Summary Table (2025)
Category | Tool | Summary of Use |
Ideation & Concept Development | ChatGPT | High-quality prompt-based idea generation, concept framing, and early feature exploration. |
Notion AI | Synthesises research, structures insights, generates personas, and creates clear documentation. | |
Jasper | Produces tone-aligned concept statements, marketing-style copy, and early narrative framing. | |
Wireframing & Prototyping | Galileo AI | Converts text prompts into Figma-ready UI mockups for rapid exploration. |
Uizard | Transforms sketches into wireframes and generates quick MVP layouts for validation. | |
Framer AI | Builds live, interactive web prototypes with AI-generated UI and content. | |
Visual Design & Imaging | Midjourney | Generates high-fidelity concept art and visual storytelling assets. |
Adobe Firefly | Produces images, textures, and vector graphics natively inside Adobe tools. | |
Runway ML | Advanced image/video generation, useful for motion concepts and narrative explorations. | |
UX Writing & Content Design | Writer.com | Creates brand-consistent UX copy and maintains terminology standards. |
Jasper / Copy.ai | Generates variations of headlines, CTAs, onboarding copy, and product messaging. | |
Figma Plugins | Provides microcopy suggestions directly inside design files. | |
Testing & Optimisation | Attention Insight | Predicts visual hierarchy using AI heatmaps. Helps validate layout and focus areas. |
Maze AI | Delivers rapid remote testing with AI-generated insights and usability analysis. | |
VWO AI | Supports automated A/B testing for conversion and behaviour optimisation. | |
Humane.AI | Scores designs based on emotional and perceptual cues to refine user impact. |
Summary: What to Expect if You Try This Stack
Several tools (e.g. ChatGPT, Uizard, Copy.ai) offer a free or freemium tier; suitable for early experimentation or small-team use.
Others (e.g. Jasper, Midjourney, Framer AI, Runway ML, VWO AI, Attention Insight, Humane.AI) are paid or subscription-based; better suited for teams with budget and clear usage patterns.
Some (notably Galileo AI) may currently be invite-only or restricted-access, which can impose a waiting period or require application to use.
For tools bundled into larger suites (e.g. Notion AI, Adobe Firefly), recent pricing/licensing changes – especially 2025 updates – have made full AI access contingent on higher-tier or business plan subscriptions.
Closing Thoughts
AI will not replace designers; but designers who understand how to orchestrate AI will outpace those who don’t.
The discipline remains the same: understand people, design with clarity, and validate rigorously. What changes is the speed, scale, and ambition of what we can create.
Used thoughtfully, this AI stack becomes more than a toolkit; it becomes a strategic advantage. It helps us focus on what matters most: crafting meaningful, human-centred experiences that stand the test of time.
Latest Updates
(SG — 02)
©2024
9 Dec 2025
AI Design Stack
AI Assisted Design
AI can amplify human capability and unlock personalised experiences at scale, but investment in AI should be well scoped, rigorously validated, and built on solid UX foundations.
Here is a practical, modernised AI Design Stack Checklist for 2025; an end-to-end toolkit for designing AI-enhanced products and features that are ethical, usable, and genuinely helpful.
AI Design Stack: Tool Summary Table (2025)
Category | Tool | Summary of Use |
Ideation & Concept Development | ChatGPT | High-quality prompt-based idea generation, concept framing, and early feature exploration. |
Notion AI | Synthesises research, structures insights, generates personas, and creates clear documentation. | |
Jasper | Produces tone-aligned concept statements, marketing-style copy, and early narrative framing. | |
Wireframing & Prototyping | Galileo AI | Converts text prompts into Figma-ready UI mockups for rapid exploration. |
Uizard | Transforms sketches into wireframes and generates quick MVP layouts for validation. | |
Framer AI | Builds live, interactive web prototypes with AI-generated UI and content. | |
Visual Design & Imaging | Midjourney | Generates high-fidelity concept art and visual storytelling assets. |
Adobe Firefly | Produces images, textures, and vector graphics natively inside Adobe tools. | |
Runway ML | Advanced image/video generation, useful for motion concepts and narrative explorations. | |
UX Writing & Content Design | Writer.com | Creates brand-consistent UX copy and maintains terminology standards. |
Jasper / Copy.ai | Generates variations of headlines, CTAs, onboarding copy, and product messaging. | |
Figma Plugins | Provides microcopy suggestions directly inside design files. | |
Testing & Optimisation | Attention Insight | Predicts visual hierarchy using AI heatmaps. Helps validate layout and focus areas. |
Maze AI | Delivers rapid remote testing with AI-generated insights and usability analysis. | |
VWO AI | Supports automated A/B testing for conversion and behaviour optimisation. | |
Humane.AI | Scores designs based on emotional and perceptual cues to refine user impact. |
Summary: What to Expect if You Try This Stack
Several tools (e.g. ChatGPT, Uizard, Copy.ai) offer a free or freemium tier; suitable for early experimentation or small-team use.
Others (e.g. Jasper, Midjourney, Framer AI, Runway ML, VWO AI, Attention Insight, Humane.AI) are paid or subscription-based; better suited for teams with budget and clear usage patterns.
Some (notably Galileo AI) may currently be invite-only or restricted-access, which can impose a waiting period or require application to use.
For tools bundled into larger suites (e.g. Notion AI, Adobe Firefly), recent pricing/licensing changes – especially 2025 updates – have made full AI access contingent on higher-tier or business plan subscriptions.
Closing Thoughts
AI will not replace designers; but designers who understand how to orchestrate AI will outpace those who don’t.
The discipline remains the same: understand people, design with clarity, and validate rigorously. What changes is the speed, scale, and ambition of what we can create.
Used thoughtfully, this AI stack becomes more than a toolkit; it becomes a strategic advantage. It helps us focus on what matters most: crafting meaningful, human-centred experiences that stand the test of time.
Latest Updates
©2024