Future of Innovation: Enterprises

Use cases

Discover ways that Design AI could enhance and impact enterprises and industries.

Custom GPTs and vibecoded AI

In SUTD, faculty, researchers, students, staff, and our partners are co-creating and prototyping use cases together. Because in SUTD, the future of Design AI is inclusive, where anyone and everyone can design and innovate.

Browse our library of custom GPTs and other vibecoded AI to explore use cases within your enterprise. Contact us if any of these prototypes are of interest. And check in often because we will be updating the use cases frequently.

Note: Clicking on the titles in the list below opens up the links of the GPT or application.
Application

SUTD Space Invaders

 

A Space Invaders recreation featuring a spaceship that players control using keyboard arrow keys. Aliens move in formation across the screen, changing direction at screen edges while gradually descending toward your position. The game includes colour-coded enemies worth different point values, multiple lives, and progressively harder levels. Press spacebar to shoot and destroy the invading aliens before they reach the bottom. The classic arcade gameplay challenges players to achieve high scores while managing limited resources against increasingly faster enemies.

Category

Game

Application

Zoe’s Library

 

Your creative buddy for designing dreamy study spaces in a library setting. It helps you vibe-check your ideal setup by asking fun, chill questions about lighting, noise, seating, tech, and aesthetic. Pick your favourite features, and the GPT crafts a dope prompt to generate an image of your perfect study zone. Basically, it’s all about mixing vibes + functionality so your space isn’t just cute, but actually helps you lock in and focus.

Category

Education

Application

Wukong in Donkey Kong Clone

 

A creative mashup of the East and West. Players must navigate through challenging platforms using arrow keys to move and space to jump, aiming to defeat all enemies and reach the top platform within 30 seconds. Each enemy defeated awards points, triggering colourful explosions. Victory is celebrated with spectacular fireworks and triumphant music when all enemies are defeated and the summit is reached.

Category

Game

Application

悟空茶仙X五感

 

Analyse your body constitution using Traditional Chinese Medicine, recommending Chinese tea tailored to your health and taste. It enhances your tea journey with five senses—sight, sound, taste, smell, touch—plus tea pairings, aromas, music, and culture for total enjoyment.

Category

Lifestyle

Application

Academic Research Jumpstart Scanner

 

ThisResearch GPT is designed to help you conduct high-level academic research. It focuses on delivering comprehensive summaries of scholarly articles sourced strictly from platforms like arXiv, ResearchGate, and Google Scholar, excluding Wikipedia. It identifies key findings, research gaps, innovations, challenges, and opportunities, and provides direct links and citations. Additionally, it compiles a list of 30 relevant and recent academic papers with titles and URLs to support your research process efficiently.

Category

Research

Application

Analyse my sports/yoga/dance technique

 

A GPT that helps athletes improve performance, prevent injury, and make better strategic decisions using photo analysis. Whether you’re into sports, yoga, or dance, it can identify strengths and weaknesses, track technique progress, and suggest biomechanical corrections. It also helps coaches monitor recovery, training load, and adherence to plans. With clear guidance and motivational feedback, this GPT is designed to support physical and mental growth while keeping your love for movement alive.

Category

Lifestyle

Application

Buddy Buddy

 

Buddy Buddy helps you prepare for class discussions by offering personalised insights based on your background and interests. It analyses your experience, connects it to the assigned readings and class topic (in this case, how change and movements happen), and helps you engage meaningfully with the materials. You’ll be guided through reflection, contribution opportunities, and targeted discussion prompts to deepen your understanding. Ultimately, it ensures you’re well-prepared to participate in class with clarity and confidence.

Category

Education

Application

Chemical Properties Identifier

 

This GPT is designed to extract and organise detailed chemical information from official Safety Data Sheets (SDS), specifically aligned with Singapore’s regulatory requirements. It identifies a chemical’s physical and hazardous properties, safe handling practices, recommended PPE, exposure limits, and any applicable licensing or legal obligations under laws like the EPMA, Poison Act, or Chemical Weapons Convention. The output is presented in a structured table format, ensuring clarity and regulatory compliance for chemical safety management.

Category

Lifestyle

Application

Colour analysis me like a pocket monster

 

Get detailed seasonal colour analysis based on user-uploaded photos and connect results with Pokémons that share a complementary palette. After identifying the user’s ideal colour season (like Winter, Autumn, etc.), the GPT uses a Pokédex document containing all 151 original Pokémon to find ones whose colour schemes align best with that season. It then provides visual references and links to those Pokémon, blending personal style consulting with nostalgic gaming elements.

Category

Lifestyle

Application

Company Intel

 

Tailored for professionals in the Industry Partnership Office of an engineering university, this GPT provides comprehensive corporate intelligence on companies, including financials, business operations, leadership, R&D collaborations, IP assets, and any notable achievements or scandals. Its goal is to support strategic partnership decisions, academic collaborations, and industry engagement by delivering well-researched, up-to-date, and detailed company profiles in a structured format. It can also analyse internal documents when relevant to support your specific institutional needs.

Category

Work

Application

CPLJ Video Coach

 

A video content creation coach for the Cyber-Physical Learning (CPL) Journal. It guides authors in producing 10-minute academic videos that explain cyber-physical learning innovations. It helps structure content around educational problems, ideation, solutions, and impact, ensuring alignment with CPL principles like synchronous learning for both cyber and physical students using technologies like AR/VR and robotics. It also offers storytelling, pacing, and technical editing advice, and generates voice-over scripts and transcripts for final video submission.

Category

Research

Application

Cross-cultural teamwork navigator

 

Navigate and improve collaboration in multicultural teams. This GPT uses Hofstede’s six cultural dimensions (Power Distance, Individualism vs. Collectivism, Masculinity vs. Femininity, Uncertainty Avoidance, Long- vs. Short-Term Orientation, Indulgence vs. Restraint) to analyse workplace or educational scenarios. By examining cultural tendencies and interaction patterns, it offers tailored advice to enhance understanding, reduce conflict, and support effective communication in diverse teams. The GPT avoids stereotypes and promotes respectful, evidence-based insights for global cooperation.

Category

Work

Application

Cultural Journey Planner

 

A specialised cultural itinerary planner for arts and culture professionals. It curates customised study visit itineraries focused on visual arts, performing arts, heritage, design, and creative sectors. Each itinerary includes museum and gallery visits, artist meet-ups, cultural events, meals, and leadership insights on topics like sustainability, funding, and community engagement. It also provides flight options from Singapore, emphasising meaningful, non-touristy experiences that inspire creative leadership and deepen understanding of global cultural ecosystems.

Category

Lifestyle

Application

DTI HW 1 Critique

 

This GPT is designed to provide detailed, rubric-based critiques of student journey maps for the SUTD Freshmore course, Design Thinking and Innovation (DTI). It evaluates four key categories—Empathy and User Understanding, Clarity of Steps and Touchpoints, Identification of Pain Points and Opportunities, and Visual Communication—from both engineering and architectural perspectives. The GPT gives feedback based on a five-level scale (Minimal to Exceptional), helping students improve their understanding and application of human-centered design in wearable tech, products, or installations for grand challenges in education, health, or science.

Category

Education

Application

DTI HW 2 Critique

 

This GPT provides structured critiques of student projects for the SUTD Freshmore course, Design Thinking and Innovation (DTI), Homework 2. It evaluates three proposed ideas based on four rubric criteria: Diversity of Ideas, Originality, Innovativeness, and Clarity & Articulation—each rated on a five-tier scale. It delivers feedback from both engineering and architectural perspectives and suggests how to synthesise them for improvement. The GPT aims to guide students toward deeper understanding and stronger application of DTI principles in wearable, product, or installation design.

Category

Education

Application

DTI Project Part 2 Critique

 

Designed to evaluate and provide detailed feedback on students’ Design Thinking and Innovation (SUTD Freshmore course) projects. This GPT assesses submitted design work across three core dimensions—Real-Win-Worth analysis, contextualisation drawings, and overall presentation—using a structured 5-level rubric. Critiques are given from both engineering and architectural perspectives, helping students refine their projects with balanced, actionable suggestions. It supports deep learning of design principles, guides improvement, and ensures relevance to engineering grand challenges in education, health, and science.

 

Category

Education

Application

DTI Project Part 3 Critique

 

This GPT provides structured critiques for student projects in Design Thinking and Innovation (SUTD Freshmore course), focusing on solutions to grand challenges in education, health, or science. It evaluates three categories: critical design images, design iteration and testing, and overall presentation. Assessments are made from both engineering and architectural perspectives using a five-level rubric (from minimal to exceptional). The GPT offers constructive, detailed feedback to help students understand strengths and areas for improvement, supporting their development in creative problem-solving and effective communication.

Category

Education

Application

Family meal planner

 

A family meal planner focused on healthy, simple, Singapore Chinese-style meals for a toddler, a child, and adults. It follows Singapore’s Health Promotion Board guidelines, offering balanced recipes with protein, vegetables, and varied staples. Meals are easy to cook, helper-friendly, and include soups, batch cooking tips, and grocery lists. Lunch is for Baby And; dinner includes all. It also offers meal feedback and draws inspiration from trusted sources like HealthHub and Simply Mommie.

Category

Lifestyle

Application

Global Study Guide

 

A specialised academic advisor designed to support learners exploring study abroad opportunities. It offers tailored guidance for K–12 students, university students, and adult learners on topics like educational programs, visa requirements, living costs, cultural adaptation, and accommodations. It provides unbiased, current, and detailed comparisons of international study destinations to help users make informed decisions. The GPT maintains a professional, supportive tone while addressing each learner’s unique academic and personal goals for studying abroad.

 

Category

Education

Application

Green Plant Guru

 

Your expert urban farming assistant for growing green plants, herbs, and vegetables in tropical Singapore. It helps you choose a plant, shows you a picture with a source link, and gives detailed guidance on environmental needs, sunlight, water, soil, fertilisers, pests (with pictures), propagation, and plant recovery tips — all with verified sources. Perfect for beginners or seasoned growers seeking plant-specific, locally relevant advice.

Category

Lifestyle

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