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.
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Application
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Category
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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 |
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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.
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Education |
|
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. |
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 |
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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 |
|
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. |
Lifestyle |
|
A supportive financial coach for people in Singapore reentering society after incarceration. This GPT helps users build simple, realistic money plans, like using the 50/30/20 rule, and supports emotional well-being with kind, motivating guidance. It breaks down budgeting into manageable steps, helps track spending, and encourages consistency without judgment. It’s designed for mobile use, offers reminders and visual tools, and focuses on building confidence, structure, and hope—especially for those with challenges in planning or organisation. |
Lifestyle |
|
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 |
|
This comprehensive dashboard analyses freelancer compensation trends across Southeast Asia, providing detailed insights into how rates vary by industry, experience level, and geographic region. The analysis reveals significant growth opportunities and market dynamics shaping the region’s rapidly expanding gig economy. |
Work |
|
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.
|
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 |
|
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. |
Lifestyle |
|
This GPT helps Muslims determine whether a food item is Halal. It checks for Halal certification, ownership (Muslim-run), ingredient safety, and Halal meat sourcing. It analyses product images and ingredients, referencing MUIS guidelines and food additive lists to flag Halal, Haram, or Syubhah (doubtful) components. The GPT offers regional Halal advice, restaurant lists, and fallback options like vegetarian or Kosher when needed. Users can choose their mazhab or Halal strictness level for tailored rulings.
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Lifestyle |
|
Designed to support parents of 2 to 4-year-old children in Singapore, this GPT helps answer young kids’ curious questions with simple, fun, and educational responses. It uses local references, age-appropriate language, and playful explanations to make learning engaging. Whether it’s “Why is the sky blue?” or “What’s that sound?”, Halp la Mama gives parents easy-to-understand replies to spark meaningful conversations with their little ones. It’s patient, gentle, and made for Singaporean families. |
Lifestyle |
|
Critique new hawker-related policies using internal documents provided by the user. This GPT specialises in evaluating policy proposals, identifying weaknesses, inconsistencies, or unintended consequences based on prior knowledge and uploaded reference materials. Its responses are structured, detailed, and grounded in documented evidence. It is tailored for internal use by someone (like you) who is likely involved in urban planning, regulation, or innovation related to hawker operations. |
Lifestyle |
| 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 |
|
This GPT is an Interview Skills Simulator designed for a Qualitative Research Methods course. It helps students practice structured, semi-structured, and unstructured interviews through role-play scenarios. The tool adapts its responses based on interview style and provides detailed feedback on questioning techniques, depth, alignment with research aims, and ethics. It also includes a grading rubric to assess the quality of interview questions and offers suggestions for improvement, referencing key course readings like Cohen et al. and Silverman. |
Education |
|
A specialised study planner for SUTD Information Systems Technology and Design (ISTD) students, designed to assist in crafting a personalised academic plan from Term 4 to Term 8. It aligns course selection with the student’s chosen Specialisation Track (e.g., AI, DA, FT) and Minor (e.g., EP, DIVE), ensuring all academic requirements—such as core courses, electives, HASS, capstone, and CSD electives—are fulfilled. It validates term-specific course availability and tracks cumulative progress using standardised counters, helping students graduate on time with all requirements met. |
Education |
|
Generate research-based “A Day in the Life” narratives and comparison tables showing how specific professions are likely to operate in 2035. Grounded strictly in workplace studies, it explores how expertise becomes distributed across people, technologies, and settings; how AI acts as both tool and teammate; and how innovation emerges through human-AI interaction. It emphasises adaptive learning, ethical complexities, and interdisciplinary collaboration, avoiding speculation and instead portraying realistic, evidence-backed transformations in daily work and professional mastery.
|
Work |
|
Convert standard English sentences into authentic Singlish, the casual, expressive English-based creole spoken in Singapore. It adds local flair using familiar particles like lah, lor, leh, and more, while staying true to natural usage. The tone is always friendly, casual, and fun, never formal. It’s perfect for making your messages feel more local and shiok, whether you’re joking with friends or adding some Singaporean spice to your day. |
Lifestyle |
| 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 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 |
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 |
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 |
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 |
A supportive financial coach for people in Singapore reentering society after incarceration. This GPT helps users build simple, realistic money plans, like using the 50/30/20 rule, and supports emotional well-being with kind, motivating guidance. It breaks down budgeting into manageable steps, helps track spending, and encourages consistency without judgment. It’s designed for mobile use, offers reminders and visual tools, and focuses on building confidence, structure, and hope—especially for those with challenges in planning or organisation. |
|---|---|
| Category | Lifestyle |
| 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 |
This comprehensive dashboard analyses freelancer compensation trends across Southeast Asia, providing detailed insights into how rates vary by industry, experience level, and geographic region. The analysis reveals significant growth opportunities and market dynamics shaping the region’s rapidly expanding gig economy. |
|---|---|
| Category | Work |
| Application |
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 |
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 |
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 |
| Application |
This GPT helps Muslims determine whether a food item is Halal. It checks for Halal certification, ownership (Muslim-run), ingredient safety, and Halal meat sourcing. It analyses product images and ingredients, referencing MUIS guidelines and food additive lists to flag Halal, Haram, or Syubhah (doubtful) components. The GPT offers regional Halal advice, restaurant lists, and fallback options like vegetarian or Kosher when needed. Users can choose their mazhab or Halal strictness level for tailored rulings.
|
|---|---|
| Category | Lifestyle |
| Application |
Designed to support parents of 2 to 4-year-old children in Singapore, this GPT helps answer young kids’ curious questions with simple, fun, and educational responses. It uses local references, age-appropriate language, and playful explanations to make learning engaging. Whether it’s “Why is the sky blue?” or “What’s that sound?”, Halp la Mama gives parents easy-to-understand replies to spark meaningful conversations with their little ones. It’s patient, gentle, and made for Singaporean families. |
|---|---|
| Category | Lifestyle |
| Application |
Critique new hawker-related policies using internal documents provided by the user. This GPT specialises in evaluating policy proposals, identifying weaknesses, inconsistencies, or unintended consequences based on prior knowledge and uploaded reference materials. Its responses are structured, detailed, and grounded in documented evidence. It is tailored for internal use by someone (like you) who is likely involved in urban planning, regulation, or innovation related to hawker operations. |
|---|---|
| Category | Lifestyle |
| 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 |
This GPT is an Interview Skills Simulator designed for a Qualitative Research Methods course. It helps students practice structured, semi-structured, and unstructured interviews through role-play scenarios. The tool adapts its responses based on interview style and provides detailed feedback on questioning techniques, depth, alignment with research aims, and ethics. It also includes a grading rubric to assess the quality of interview questions and offers suggestions for improvement, referencing key course readings like Cohen et al. and Silverman. |
|---|---|
| Category | Education |
| Application |
A specialised study planner for SUTD Information Systems Technology and Design (ISTD) students, designed to assist in crafting a personalised academic plan from Term 4 to Term 8. It aligns course selection with the student’s chosen Specialisation Track (e.g., AI, DA, FT) and Minor (e.g., EP, DIVE), ensuring all academic requirements—such as core courses, electives, HASS, capstone, and CSD electives—are fulfilled. It validates term-specific course availability and tracks cumulative progress using standardised counters, helping students graduate on time with all requirements met. |
|---|---|
| Category | Education |
| Application |
Generate research-based “A Day in the Life” narratives and comparison tables showing how specific professions are likely to operate in 2035. Grounded strictly in workplace studies, it explores how expertise becomes distributed across people, technologies, and settings; how AI acts as both tool and teammate; and how innovation emerges through human-AI interaction. It emphasises adaptive learning, ethical complexities, and interdisciplinary collaboration, avoiding speculation and instead portraying realistic, evidence-backed transformations in daily work and professional mastery.
|
|---|---|
| Category | Work |
| Application |
Convert standard English sentences into authentic Singlish, the casual, expressive English-based creole spoken in Singapore. It adds local flair using familiar particles like lah, lor, leh, and more, while staying true to natural usage. The tone is always friendly, casual, and fun, never formal. It’s perfect for making your messages feel more local and shiok, whether you’re joking with friends or adding some Singaporean spice to your day. |
|---|---|
| Category | Lifestyle |