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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Lifelong Learning Guide supports adult learners in developing self-regulated learning skills using Zimmerman and Schunk’s framework and Bandura’s Social Cognitive Theory. It guides users in setting goals, managing motivation, and reflecting on progress. Rather than providing direct answers, it fosters independent learning by offering strategies, tools, and resources tailored to various learning styles. The focus is on building metacognitive awareness, enhancing self-efficacy, and promoting sustainable, self-directed educational growth across different contexts. |
Education |
| 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 |
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This GPT is designed specifically to generate comprehensive market research reports. It searches only https://www.marketresearch.com/ to gather detailed insights about specified markets. The GPT delivers summaries including market size, forecasts (global, regional, country-level), CAGR, major players, trends, segmentation, opportunities, and challenges. It also lists all relevant reports found in the last 24 months, including direct links. The purpose is to help users assess market viability and investment potential with reliable, structured, and current data from authoritative industry sources. |
Research |
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This GPT helps instructors create engaging online courses using the Community of Inquiry (CoI) framework, Self-regulated Learning theory, and Self-determination theory. It focuses on fostering cognitive, social, and teaching presence, encouraging student goal-setting and reflection, and designing learning environments that support autonomy, competence, and relatedness. The GPT provides general teaching strategies rather than subject-specific content, supporting educators in promoting student motivation, engagement, and self-directed learning in virtual classrooms. |
Education |
| 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 |
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Supporting caregivers and loved ones of incarcerated individuals, this GPT offers compassionate guidance to help them encourage personal growth, career goals, and stable reintegration after release. It provides emotional support, communication tips, and practical resources—especially for those in Singapore—like job help, addiction recovery, and reintegration programs. It’s grounded in empathy, non-judgment, and empowerment, helping users stay connected and nurture hope during incarceration and beyond. |
Work |
|
Designed to support Pilates instructors with mat Pilates class planning, teaching, and student engagement. This GPT emphasises creativity, safe and scalable movement progressions, and evidence-based guidance from expert sources. It helps develop well-rounded routines focusing on strength, flexibility, and control. It adapts for all fitness levels, body types, and physical conditions, ensuring accessibility and injury prevention. Instructors receive exercise ideas, modifications, technique cues, and anatomical insights, with references from key Pilates and sports science resources to enhance professional instruction and care. |
Lifestyle |
| Procurement Policy Advisor (private)
A procurement expert specialised in the Singapore University of Technology and Design (SUTD) Procurement Policy. It provides clear guidance on sourcing, contract management, procurement procedures, and evaluation processes. The GPT ensures compliance with policy standards, focusing on transparency, value for money, and ethical practices. It directs users to specific sections and printed page numbers of the policy document when needed, helping with purchases of all sizes and clarifying approval authorities and required procedures. |
Work |
|
An interactive guide for practicing qualitative research. This GPT helps you craft research questions using deductive, inductive, and abductive reasoning, while exploring key concepts like ontology, epistemology, reflexivity, and positionality. Designed to make learning fun and reflective, it walks you through scenario-based inquiry and helps you understand how your own background influences your research. Perfect for students or new researchers, it turns complex theory into engaging, thoughtful exploration. |
Education |
| Redefining Lessons and Courses using GenAI@SUTD
This GPT is a supportive instructional design assistant that helps educators integrate Generative AI meaningfully into their lesson plans. It focuses on enhancing learning experiences by promoting critical thinking, collaboration, and problem-solving. Based on educational theories like SAMR, UDL, and authentic learning, it co-creates or enhances lessons, aligning GenAI tools with lower- and higher-order learning outcomes. It also recommends activities, assessments, and visual lesson structures while tailoring support to the educational context, mode, and learner needs. |
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 |
|
This GPT is designed as a union leader and industry guide for media creatives and professionals. Its core function is to support freelancers and employees in understanding their legal rights, fair employment practices, and industry norms. Drawing from authoritative documents like the Tripartite Guidelines, SDEA’s Playbook, and LawSoc’s legal handbooks, it offers succinct first responses and in-depth follow-up guidance on contracts, IP, negotiation, and disputes—grounded in Singapore’s labour and legal frameworks. |
Lifestyle |
|
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 |
|
A copyright expert designed to help users understand copyright law in Singapore, especially for educational use. It refers to both the Copyright Act 2021 and specific agreements like the CLASS Licence. It gives clear, easy-to-understand guidance, especially for members of the Singapore University of Technology and Design (SUTD). It explains copyright limits and educational exceptions in detail, and always checks the CLASS Agreement and the Copyright Act to support its answers. |
Lifestyle |
| 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 |
|
This GPT evaluates student engagement levels using audio, video, text, or image input. It analyses affective, behavioral, and cognitive engagement, assigning an overall score of low, medium, or high. For text, it detects speaker personas and attentiveness. For images, it assesses facial direction and engagement percentages. It provides a quick summary and detailed breakdown to help educators understand and improve student involvement in learning environments. |
Education |
| SUTD D.AI.Tech: Case Study One
A case study on DBS’s proprietary generative AI-powered assistant, DBS-GPT, built on models like GPT-4, BART, and Claude. Launched in response to the rise of GenAI, it exemplifies DBS’s “inch-deep, mile-wide” strategy—aiming to enable broad internal use by boosting employee productivity through fast, safe access to insights and knowledge. DBS-GPT is part of DBS’s cautious yet ambitious plan to leverage GenAI without compromising ethical standards, customer trust, or risk governance. |
Education |
|
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. |
Game |
| Application |
Lifelong Learning Guide supports adult learners in developing self-regulated learning skills using Zimmerman and Schunk’s framework and Bandura’s Social Cognitive Theory. It guides users in setting goals, managing motivation, and reflecting on progress. Rather than providing direct answers, it fosters independent learning by offering strategies, tools, and resources tailored to various learning styles. The focus is on building metacognitive awareness, enhancing self-efficacy, and promoting sustainable, self-directed educational growth across different contexts. |
|---|---|
| Category | Education |
| 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 |
This GPT is designed specifically to generate comprehensive market research reports. It searches only https://www.marketresearch.com/ to gather detailed insights about specified markets. The GPT delivers summaries including market size, forecasts (global, regional, country-level), CAGR, major players, trends, segmentation, opportunities, and challenges. It also lists all relevant reports found in the last 24 months, including direct links. The purpose is to help users assess market viability and investment potential with reliable, structured, and current data from authoritative industry sources. |
|---|---|
| Category | Research |
| Application |
This GPT helps instructors create engaging online courses using the Community of Inquiry (CoI) framework, Self-regulated Learning theory, and Self-determination theory. It focuses on fostering cognitive, social, and teaching presence, encouraging student goal-setting and reflection, and designing learning environments that support autonomy, competence, and relatedness. The GPT provides general teaching strategies rather than subject-specific content, supporting educators in promoting student motivation, engagement, and self-directed learning in virtual classrooms. |
|---|---|
| Category | Education |
| 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 |
Supporting caregivers and loved ones of incarcerated individuals, this GPT offers compassionate guidance to help them encourage personal growth, career goals, and stable reintegration after release. It provides emotional support, communication tips, and practical resources—especially for those in Singapore—like job help, addiction recovery, and reintegration programs. It’s grounded in empathy, non-judgment, and empowerment, helping users stay connected and nurture hope during incarceration and beyond. |
|---|---|
| Category | Work |
| Application |
Designed to support Pilates instructors with mat Pilates class planning, teaching, and student engagement. This GPT emphasises creativity, safe and scalable movement progressions, and evidence-based guidance from expert sources. It helps develop well-rounded routines focusing on strength, flexibility, and control. It adapts for all fitness levels, body types, and physical conditions, ensuring accessibility and injury prevention. Instructors receive exercise ideas, modifications, technique cues, and anatomical insights, with references from key Pilates and sports science resources to enhance professional instruction and care. |
|---|---|
| Category | Lifestyle |
| Application | Procurement Policy Advisor (private)
A procurement expert specialised in the Singapore University of Technology and Design (SUTD) Procurement Policy. It provides clear guidance on sourcing, contract management, procurement procedures, and evaluation processes. The GPT ensures compliance with policy standards, focusing on transparency, value for money, and ethical practices. It directs users to specific sections and printed page numbers of the policy document when needed, helping with purchases of all sizes and clarifying approval authorities and required procedures. |
|---|---|
| Category | Work |
| Application |
An interactive guide for practicing qualitative research. This GPT helps you craft research questions using deductive, inductive, and abductive reasoning, while exploring key concepts like ontology, epistemology, reflexivity, and positionality. Designed to make learning fun and reflective, it walks you through scenario-based inquiry and helps you understand how your own background influences your research. Perfect for students or new researchers, it turns complex theory into engaging, thoughtful exploration. |
|---|---|
| Category | Education |
| Application | Redefining Lessons and Courses using GenAI@SUTD
This GPT is a supportive instructional design assistant that helps educators integrate Generative AI meaningfully into their lesson plans. It focuses on enhancing learning experiences by promoting critical thinking, collaboration, and problem-solving. Based on educational theories like SAMR, UDL, and authentic learning, it co-creates or enhances lessons, aligning GenAI tools with lower- and higher-order learning outcomes. It also recommends activities, assessments, and visual lesson structures while tailoring support to the educational context, mode, and learner needs. |
|---|---|
| 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 |
This GPT is designed as a union leader and industry guide for media creatives and professionals. Its core function is to support freelancers and employees in understanding their legal rights, fair employment practices, and industry norms. Drawing from authoritative documents like the Tripartite Guidelines, SDEA’s Playbook, and LawSoc’s legal handbooks, it offers succinct first responses and in-depth follow-up guidance on contracts, IP, negotiation, and disputes—grounded in Singapore’s labour and legal frameworks. |
|---|---|
| Category | Lifestyle |
| 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 |
A copyright expert designed to help users understand copyright law in Singapore, especially for educational use. It refers to both the Copyright Act 2021 and specific agreements like the CLASS Licence. It gives clear, easy-to-understand guidance, especially for members of the Singapore University of Technology and Design (SUTD). It explains copyright limits and educational exceptions in detail, and always checks the CLASS Agreement and the Copyright Act to support its answers. |
|---|---|
| Category | Lifestyle |
| 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 |
| Application |
This GPT evaluates student engagement levels using audio, video, text, or image input. It analyses affective, behavioral, and cognitive engagement, assigning an overall score of low, medium, or high. For text, it detects speaker personas and attentiveness. For images, it assesses facial direction and engagement percentages. It provides a quick summary and detailed breakdown to help educators understand and improve student involvement in learning environments. |
|---|---|
| Category | Education |
| Application | SUTD D.AI.Tech: Case Study One
A case study on DBS’s proprietary generative AI-powered assistant, DBS-GPT, built on models like GPT-4, BART, and Claude. Launched in response to the rise of GenAI, it exemplifies DBS’s “inch-deep, mile-wide” strategy—aiming to enable broad internal use by boosting employee productivity through fast, safe access to insights and knowledge. DBS-GPT is part of DBS’s cautious yet ambitious plan to leverage GenAI without compromising ethical standards, customer trust, or risk governance. |
|---|---|
| Category | Education |
| Application |
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 |