Future of Innovation: Enterprises
Use cases
Custom GPTs and vibecoded AI
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 | Category |
|---|---|
|
Analyse reflections from SUTD year 1 engineering students who took the Design Thinking and Innovation course. It uses the ABC framework—Affective (emotions), Behavioral (actions), and Cognitive (thinking)—to understand students’ experiences with learning activities like prototyping, iteration, and creativity exercises. The goal is to provide insights into how students feel, act, and think during these interventions, helping educators improve teaching approaches and better support student learning and engagement. |
Research |
|
Your friendly AI Health Buddy, designed specially for adults in Singapore to help track and understand heart rate and blood pressure readings. It offers general health guidance based on age, suggests local healthy meals, and recommends simple exercises. It uses information from trusted local sources like HealthHub and HealthXchange.sg. It is not a substitute for medical advice but helps you manage health better, with tips tailored for your age and lifestyle. No data is stored—privacy is key!
Created by Wendy Tan (linkedin.com/in/wendy-kang). |
Lifestyle |
|
I’m your personal colour and fashion analyst, guiding you to the best colours for your skin tone, hair, and eyes using the 12-season color theory. I analyse your photos to determine your season and provide hex codes, colour swatches, and tailored shopping links to refine your wardrobe. |
Lifestyle |
|
Rapid adaptation of an iconic movie scene into a quick prototype. This React-based Star Wars-inspired game simulates the Death Star trench run. Players control an X-Wing with the keyboard, firing lasers at TIE fighters while dodging return fire. Hitting TIEs yields points and triggers sparkler particle effects at the impact location. The exhaust port can be destroyed by pressing F (“Use the Force”) if the X-Wing is within the required distance, culminating in a final explosion. The game ends upon victory or if the X-Wing is destroyed, with a restart available. |
Game |
|
This GPT helps users identify scams and falsehoods. You can share scenarios, messages, or screenshots, and it investigates whether it’s a scam using web searches and analysis. It provides detailed breakdowns, potential red flags, and step-by-step help. If it’s a scam, it guides you on reporting and protecting yourself. It’s like your personal scam detective, making sure not even Labubu gets fooled. Think of it as your anti-scam ally. |
Lifestyle |
|
Helps students explore urban challenges using the Design Thinking Double Diamond Framework. It guides users through four phases: Discover, Define, Develop, and Deliver. Starting with identifying urban issues like transportation or housing, it supports data collection, stakeholder engagement, and research question development. Then, it helps create and test solutions through prototyping and feedback. The goal is to design impactful, user-centered urban interventions that are research-based, scalable, and tailored to real-world needs. |
Education |
|
Provides critique and feedback on student projects from the SUTD Freshmore course, Design Thinking and Innovation (DTI). It evaluates site analysis and user understanding, focusing on how well students identify key features of a site and analyse its context. It also assesses the clarity and insight of the problem statement. Feedback is given from both engineering and architectural perspectives, helping students refine their designs. The GPT uses a 5-level rubric from minimal to exceptional for each criterion, guiding students to improve communication, user focus, and design strategy. |
Education |
|
Designed to help individuals with muscular dystrophy explore and assess job roles they’re interested in, focusing on occupational therapy and job accommodation strategies. It follows a structured 4-step process: identifying the job, analysing LinkedIn profiles for tasks, confirming user interest in assessment, then rating job task feasibility based on user ability (with and without treatment, assistive tech, and accommodations). It uses official resources like the Job Accommodation Network and clinical data on Duchenne Muscular Dystrophy to ensure detailed, personalised guidance for workplace success and task suitability. |
Work |
|
This GPT helps first-time users create their own custom GPTs from scratch in a super simple, step-by-step way. It asks about your interests, skills, and experience, then suggests 3-5 custom GPT ideas tailored to you. It also gives you a ready-to-copy prompt to make your GPT real. The vibe is friendly, casual, and fun—perfect for beginners who want to create something useful or cool without getting overwhelmed. Think of it like your GPT-building buddy! |
Work |
|
On-demand visualisation to help students understand the Fourier Transform, demonstrating how signals can be converted between time and frequency domains. This is used in many real-world applications, such as audio processing, medical imaging, telecommunications, image processing, and climate science. The simulation is interactive and engaging, with adjustable wave controls, detailed visualisations, and educational explanations. The real-world applications are visualised and explained too, thus connecting mathematical concepts to everyday technology that students interact with regularly. |
Education |
|
Assists in grading projects from the SUTD Freshmore course, Design Thinking and Innovation (DTI), focusing on themes of light and social interaction. It evaluates student works in three categories—Design Goals, Site Drawing, and Macro-level AEIOU—across both engineering and architectural perspectives, each worth 100 points. Using detailed rubrics to rate performance as Poor, Good, or Excellent, it offers constructive feedback to help students improve. The GPT supports learning by clarifying grading criteria and guiding students to refine their design approach. |
Education |
| Human X AI Literature Companion
Designed to assist with literature reviews on human-AI collaboration, this GPT helps users analyse academic papers by extracting research questions, main findings, human vs AI performance, joint capabilities, methodology, study type, participants, domain, country, and APA citation. It offers detailed, structured answers to accelerate understanding and synthesis of empirical or conceptual studies in fields like education, medicine, or engineering, streamlining academic and research workflows focused on human-AI interaction. |
Research |
| LKYCIC What’s Next? (Career Coach)
This career coach helps professionals in Singapore navigate job transitions by analysing past experiences, monetising hobbies, and identifying skill preferences. It prioritises work-life balance and suggests tailored job options. By mapping skill gaps and AI impact, it provides training recommendations, ensuring a future-proof, fulfilling, and market-relevant career path. |
Work |
| Microwave Oven Wave Guide Simulation
This simulator visually demonstrates how electromagnetic waves interact with mesh doors. By adjusting wavelength and mesh size, users can observe when waves reflect or escape, showing why microwave oven doors are safe. The interactive demonstration makes abstract wave physics concrete, clearly illustrating why waves cannot pass through openings smaller than their wavelength while explaining the same principle that allows visible light through. |
Education |
| Mother of all Design Methods Recommender
I’m the Mother of All Design Methods Recommender, here to help you choose the best design methods for your unique challenge. I draw from top resources like SUTD’s DI Method Cards (2022), IDEO’s method cards, IDEOBiomimicry cards, and Stanford d.school’s Design Thinking Bootleg deck. Whether you’re ideating, prototyping, or researching users, I recommend tailored methods with source references, combining practical advice with insightful reasoning for effective design outcomes. Let’s tackle your design challenge smartly! |
Education |
|
Analyse urban fieldnotes step by step. This GPT will guide you through four stages: uploading fieldnotes, separating observations from interpretations and reflections, enriching notes with sensory details, and developing mini-theories about urban life. Each step builds on the last, with clear progress locks to ensure depth and focus. It’s designed to improve observational skills, critical thinking, and interpretation of real-world urban dynamics using vivid, evidence-based fieldwork analysis. |
Education |
|
Designed for students practicing qualitative research methods, especially semi-structured interviews. It lets users conduct mock interviews with simulated personas to explore different interview techniques—structured, semi-structured, and unstructured. It helps users refine questioning skills, improve data collection, and understand ethical considerations like confidentiality and informed consent. After each session, it gives tailored feedback and grading, drawing on research frameworks like Cohen et al. and Silverman, making learning interactive and realistic. |
Education |
|
Transform academic research papers into engaging technical releases. It helps researchers, professionals, or organisations present complex findings in a more accessible, impactful format. First, it summarises the paper, then rewrites it using a structured style guide—highlighting the research’s significance, methods, results, and future impact. It ensures clarity, precision, and appeal for a wider audience, while strictly staying true to the content of the original research paper. |
Research |
|
Your friendly support bot for the SUTD Baby Shark Fund – a grant programme encouraging innovative solutions to real-world problems. It helps teams prepare for pitches, offers feedback on project ideas, and guides you through pitching essentials like problem statements, solution impact, budget use, and Design AI integration.
|
Education |
| Sip & Savour – The ultimate wine recommendation
A personal wine sommelier designed to give expert wine recommendations tailored to your meals. By understanding your menu—ingredients, preparation, and sauces—it suggests six specific wines per dish, each in a unique pairing style (complementary, contrasting, congruent, quirky, budget-friendly, and luxurious splurge). Using a deep knowledge of wine characteristics and food pairing principles, it ensures every wine recommendation is precise, distinctive, and easy to find on Vivino. Think of it as your go-to guide for elevating meals into unforgettable food and wine experiences. |
Lifestyle |
| Application |
Analyse reflections from SUTD year 1 engineering students who took the Design Thinking and Innovation course. It uses the ABC framework—Affective (emotions), Behavioral (actions), and Cognitive (thinking)—to understand students’ experiences with learning activities like prototyping, iteration, and creativity exercises. The goal is to provide insights into how students feel, act, and think during these interventions, helping educators improve teaching approaches and better support student learning and engagement. |
|---|---|
| Category | Research |
| Application |
Your friendly AI Health Buddy, designed specially for adults in Singapore to help track and understand heart rate and blood pressure readings. It offers general health guidance based on age, suggests local healthy meals, and recommends simple exercises. It uses information from trusted local sources like HealthHub and HealthXchange.sg. It is not a substitute for medical advice but helps you manage health better, with tips tailored for your age and lifestyle. No data is stored—privacy is key!
Created by Wendy Tan (linkedin.com/in/wendy-kang). |
|---|---|
| Category | Lifestyle |
| Application |
I’m your personal colour and fashion analyst, guiding you to the best colours for your skin tone, hair, and eyes using the 12-season color theory. I analyse your photos to determine your season and provide hex codes, colour swatches, and tailored shopping links to refine your wardrobe. |
|---|---|
| Category | Lifestyle |
| Application |
Rapid adaptation of an iconic movie scene into a quick prototype. This React-based Star Wars-inspired game simulates the Death Star trench run. Players control an X-Wing with the keyboard, firing lasers at TIE fighters while dodging return fire. Hitting TIEs yields points and triggers sparkler particle effects at the impact location. The exhaust port can be destroyed by pressing F (“Use the Force”) if the X-Wing is within the required distance, culminating in a final explosion. The game ends upon victory or if the X-Wing is destroyed, with a restart available. |
|---|---|
| Category | Game |
| Application |
This GPT helps users identify scams and falsehoods. You can share scenarios, messages, or screenshots, and it investigates whether it’s a scam using web searches and analysis. It provides detailed breakdowns, potential red flags, and step-by-step help. If it’s a scam, it guides you on reporting and protecting yourself. It’s like your personal scam detective, making sure not even Labubu gets fooled. Think of it as your anti-scam ally. |
|---|---|
| Category | Lifestyle |
| Application |
Helps students explore urban challenges using the Design Thinking Double Diamond Framework. It guides users through four phases: Discover, Define, Develop, and Deliver. Starting with identifying urban issues like transportation or housing, it supports data collection, stakeholder engagement, and research question development. Then, it helps create and test solutions through prototyping and feedback. The goal is to design impactful, user-centered urban interventions that are research-based, scalable, and tailored to real-world needs. |
|---|---|
| Category | Education |
| Application |
Provides critique and feedback on student projects from the SUTD Freshmore course, Design Thinking and Innovation (DTI). It evaluates site analysis and user understanding, focusing on how well students identify key features of a site and analyse its context. It also assesses the clarity and insight of the problem statement. Feedback is given from both engineering and architectural perspectives, helping students refine their designs. The GPT uses a 5-level rubric from minimal to exceptional for each criterion, guiding students to improve communication, user focus, and design strategy. |
|---|---|
| Category | Education |
| Application |
Designed to help individuals with muscular dystrophy explore and assess job roles they’re interested in, focusing on occupational therapy and job accommodation strategies. It follows a structured 4-step process: identifying the job, analysing LinkedIn profiles for tasks, confirming user interest in assessment, then rating job task feasibility based on user ability (with and without treatment, assistive tech, and accommodations). It uses official resources like the Job Accommodation Network and clinical data on Duchenne Muscular Dystrophy to ensure detailed, personalised guidance for workplace success and task suitability. |
|---|---|
| Category | Work |
| Application |
This GPT helps first-time users create their own custom GPTs from scratch in a super simple, step-by-step way. It asks about your interests, skills, and experience, then suggests 3-5 custom GPT ideas tailored to you. It also gives you a ready-to-copy prompt to make your GPT real. The vibe is friendly, casual, and fun—perfect for beginners who want to create something useful or cool without getting overwhelmed. Think of it like your GPT-building buddy! |
|---|---|
| Category | Work |
| Application |
On-demand visualisation to help students understand the Fourier Transform, demonstrating how signals can be converted between time and frequency domains. This is used in many real-world applications, such as audio processing, medical imaging, telecommunications, image processing, and climate science. The simulation is interactive and engaging, with adjustable wave controls, detailed visualisations, and educational explanations. The real-world applications are visualised and explained too, thus connecting mathematical concepts to everyday technology that students interact with regularly. |
|---|---|
| Category | Education |
| Application |
Assists in grading projects from the SUTD Freshmore course, Design Thinking and Innovation (DTI), focusing on themes of light and social interaction. It evaluates student works in three categories—Design Goals, Site Drawing, and Macro-level AEIOU—across both engineering and architectural perspectives, each worth 100 points. Using detailed rubrics to rate performance as Poor, Good, or Excellent, it offers constructive feedback to help students improve. The GPT supports learning by clarifying grading criteria and guiding students to refine their design approach. |
|---|---|
| Category | Education |
| Application | Human X AI Literature Companion
Designed to assist with literature reviews on human-AI collaboration, this GPT helps users analyse academic papers by extracting research questions, main findings, human vs AI performance, joint capabilities, methodology, study type, participants, domain, country, and APA citation. It offers detailed, structured answers to accelerate understanding and synthesis of empirical or conceptual studies in fields like education, medicine, or engineering, streamlining academic and research workflows focused on human-AI interaction. |
|---|---|
| Category | Research |
| Application | LKYCIC What’s Next? (Career Coach)
This career coach helps professionals in Singapore navigate job transitions by analysing past experiences, monetising hobbies, and identifying skill preferences. It prioritises work-life balance and suggests tailored job options. By mapping skill gaps and AI impact, it provides training recommendations, ensuring a future-proof, fulfilling, and market-relevant career path. |
|---|---|
| Category | Work |
| Application | Microwave Oven Wave Guide Simulation
This simulator visually demonstrates how electromagnetic waves interact with mesh doors. By adjusting wavelength and mesh size, users can observe when waves reflect or escape, showing why microwave oven doors are safe. The interactive demonstration makes abstract wave physics concrete, clearly illustrating why waves cannot pass through openings smaller than their wavelength while explaining the same principle that allows visible light through. |
|---|---|
| Category | Education |
| Application | Mother of all Design Methods Recommender
I’m the Mother of All Design Methods Recommender, here to help you choose the best design methods for your unique challenge. I draw from top resources like SUTD’s DI Method Cards (2022), IDEO’s method cards, IDEOBiomimicry cards, and Stanford d.school’s Design Thinking Bootleg deck. Whether you’re ideating, prototyping, or researching users, I recommend tailored methods with source references, combining practical advice with insightful reasoning for effective design outcomes. Let’s tackle your design challenge smartly! |
|---|---|
| Category | Education |
| Application |
Analyse urban fieldnotes step by step. This GPT will guide you through four stages: uploading fieldnotes, separating observations from interpretations and reflections, enriching notes with sensory details, and developing mini-theories about urban life. Each step builds on the last, with clear progress locks to ensure depth and focus. It’s designed to improve observational skills, critical thinking, and interpretation of real-world urban dynamics using vivid, evidence-based fieldwork analysis. |
|---|---|
| Category | Education |
| Application |
Designed for students practicing qualitative research methods, especially semi-structured interviews. It lets users conduct mock interviews with simulated personas to explore different interview techniques—structured, semi-structured, and unstructured. It helps users refine questioning skills, improve data collection, and understand ethical considerations like confidentiality and informed consent. After each session, it gives tailored feedback and grading, drawing on research frameworks like Cohen et al. and Silverman, making learning interactive and realistic. |
|---|---|
| Category | Education |
| Application |
Transform academic research papers into engaging technical releases. It helps researchers, professionals, or organisations present complex findings in a more accessible, impactful format. First, it summarises the paper, then rewrites it using a structured style guide—highlighting the research’s significance, methods, results, and future impact. It ensures clarity, precision, and appeal for a wider audience, while strictly staying true to the content of the original research paper. |
|---|---|
| Category | Research |
| Application |
Your friendly support bot for the SUTD Baby Shark Fund – a grant programme encouraging innovative solutions to real-world problems. It helps teams prepare for pitches, offers feedback on project ideas, and guides you through pitching essentials like problem statements, solution impact, budget use, and Design AI integration.
|
|---|---|
| Category | Education |
| Application | Sip & Savour – The ultimate wine recommendation
A personal wine sommelier designed to give expert wine recommendations tailored to your meals. By understanding your menu—ingredients, preparation, and sauces—it suggests six specific wines per dish, each in a unique pairing style (complementary, contrasting, congruent, quirky, budget-friendly, and luxurious splurge). Using a deep knowledge of wine characteristics and food pairing principles, it ensures every wine recommendation is precise, distinctive, and easy to find on Vivino. Think of it as your go-to guide for elevating meals into unforgettable food and wine experiences. |
|---|---|
| Category | Lifestyle |