AI Diagnostic Tool
A practical self-assessment tool aligned with Singapore’s national AI upskilling initiatives. Discover your capability level and explore SWDA-supported courses.
AI Diagnostic Tool
Time needed
~10–20 mins
Format
MCQ + scenarios
Report
Results & Suggested Courses via Email
About the Assessment
Artificial Intelligence is becoming part of everyday work across many industries. This assessment helps individuals understand their current level of AI capability and identify practical next steps for learning and skills development.
Under the National AI Impact Programme, the Ministry of Digital Development and Information (MDDI) and the Infocomm Media Development Authority (IMDA) introduced three AI user archetypes: AI Aware, AI Literate, and AI Fluent to describe progressive levels of AI understanding in the workforce.
Drawing on this national reference and synthesising capability expectations from the relevant SkillsFuture Skills Framework for Infocomm Technology, this assessment translates these archetypes into four practical capability dimensions to help learners better understand their current strengths and learning opportunities.
For enterprises or individuals seeking to go beyond AIDT, contact SIT at skills.assessment@Singaporetech.edu.sg to explore more in-depth skills assessments today!
Levels and Domains
Your overall score is normalised on a 0–100 scale. Levels are interpreted as: Yet to be AI Aware (0–20), AI Aware (21-44), AI Literate (45–79), and AI Fluent (80–100).
| Dimension | AI Aware | AI Literate | AI Fluent |
| Understanding of AI - GenAI Principles and Applications | New to AI, have a basic understanding of AI and its applications in everyday and workplace contexts. Assessment focus: able to recognize basic AI concepts and simple examples. | Able to use AI tools effectively to improve efficiency in work or personal activities, such as providing clear prompts to generate useful outputs Assessment focus: able to interpret outputs and limitations using core concepts. | Able to work with AI or technology teams to integrate AI solutions into workflows, improve work processes, and support AI-enabled transformation initiatives Assessment focus: able to analyze outputs and implications in context (e.g. model limitations such as overfitting, prompt sensitivity, or hallucinations). |
| Knowledge of AI Tools | Familiar with common tools (ChatGPT, Gemini, Copilot). Assessment focus: able to identify tools and their basic functions. | Can access and navigate AI tools. Assessment focus: able to apply tools to specific tasks and compare outputs. | Uses domain-specific tools for business use cases. Assessment focus: able to select, combine, and justify tools for complex workflows. |
| Responsible Use and Ethics | Knows common risks and misuse patterns. Assessment focus: able to recognize ethical concerns in AI use. | Understands and applies privacy and ethical guidelines. Assessment focus: able to recognize ethical concerns and risks in AI (e.g. bias, privacy risks, or misleading outputs). | Recognizes misuse patterns and mitigation options. Assessment focus: able to evaluate misuse risks and implement mitigation strategies. |
| Application in Context | Limited contextual application. Assessment focus: not a primary focus at this level. | Uses available AI tools in context. Assessment focus: able to prompt effectively to achieve specific goals. | Defines use cases, redesigns workflows, and evaluates outputs. Assessment focus: able to apply AI solutions to business problems and evaluate relevance. |
How It Works
Three simple steps, designed to be quick, accessible, and useful.
Answer everyday scenarios and short questions about how AI tools are used in practical situations. |
Get a clear summary of your current level and strengths across the four assessment domains. |
Use your profile to identify suitable SkillsFuture learning options and practical next steps. |
Ready to get started?This is a screening assessment for learning guidance. It is not a certification exam. Tip: Use a laptop/desktop for the best experience. |
Your Report
After you complete the assessment, you will receive a short email report with your overall level, a clear breakdown across key domains, and practical suggestions for next steps.
Overall result Score & level You will receive an overall score (0–100) and your corresponding AI user archetype level: AI Aware, AI Literate, or AI Fluent. | Breakdown Strengths across key domains The report includes a domain-level breakdown (in %) across the four assessment dimensions, so you can quickly see what you are doing well and where to focus next. | Actionable guidance Feedback & next steps You will receive brief feedback on your open-ended questions to support improvement. The report also includes a simple summary chart and suggested SkillsFuture courses. |
Using Your Results
A simple way to turn assessment results into practical action.
Think about what you want to improve at work, then identify where AI can support those goals in a safe and practical way. |
Strengthen the domains that matter most for your role to build a solid foundation before moving to advanced use cases. |
Use recommended SkillsFuture options as a guide, and track progress over time as your responsibilities evolve. |
FAQs
Quick answers on purpose, interpretation, and how to use the results.
Overview and Access
What is the purpose of the AI Diagnostic Tool?
The AI Diagnostic Tool is designed to help individuals assess their AI knowledge and skills in both general and workplace contexts. The diagnostic result also provides relevant course recommendations based on the individual’s AI capability profile to facilitate further skills upgrading in the area.
Is there any fee to use the AI Diagnostic Tool?
No. The AI Diagnostic Tool is provided free of charge to individuals.
How can I access the AI Diagnostic Tool?
Individuals may access the AI Diagnostic Tool through the MySkillsFuture Portal.
How long does it take to complete the AI Diagnostic Tool?
The assessment is designed to be short and is expected to take approximately 15 to 20 minutes to complete. It consists of up to 12 questions.
Will I receive a certificate after completing the AI Diagnostic Tool?
The AI Diagnostic Tool is intended as a quick self-assessment tool and does not confer any certification upon completion.
How long will it take to receive the AI capability profile by email?
The AI capability profile should be sent to the email address provided at the end of the assessment within two to three minutes.
What should I do if I do not receive my AI capability profile after some time has passed?
If you do not receive your AI capability profile within five minutes, please first check your junk or spam folder. If you still do not receive the email, please contact skills.assessment@singaporetech.edu.sg for assistance.
What should I do if I am unable to find the AI capability profile in my email and would like to request that it be resent?
If you are unable to locate the AI capability profile in your email and would like it to be resent, please contact skills.assessment@singaporetech.edu.sg to request assistance with resending the profile.
Is there a time limit for completing the AI Diagnostic Tool?
No. There is no time limit for completing the AI Diagnostic Tool. However, you are encouraged to complete the assessment in one sitting, in a quiet environment with minimal distractions, to ensure the best experience.
What should I do if I accidentally close the browser or need to continue the assessment later?
If you accidentally close your browser before submitting the assessment, you will need to restart it. Under normal browser settings, each device can complete the AI Diagnostic Tool only once. If you require further assistance, please contact skills.assessment@singaporetech.edu.sg.
Does the AI Diagnostic Tool assess whether I am an AI bilingualist in my industry or sector?
No. The AI Diagnostic Tool is not a sector-specific assessment and does not assess whether you are an AI bilingualist in your industry or sector. AI bilingualism refers to the ability to combine AI knowledge and skills with expertise in a specific domain or profession to apply AI effectively in workplace contexts. While the AI Diagnostic Tool assesses your general AI capability, your level of AI bilingualism also depends on your industry knowledge, understanding of sector-specific workflows, familiarity with relevant AI tools, and the practical application of AI within your profession.
Assessment Process and Results
Why am I asked to indicate my AI capability level before starting the assessment?
Before beginning the AI Diagnostic Tool, you will be asked to indicate your current AI capability level, ranging from AI Not Yet Aware to AI Fluent, based on your own self-assessment. This provides context for interpreting your assessment results and comparing your self-perceived capability with your assessed capability.
How are AI capability levels determined?
Your AI capability level is determined based on your responses to the assessment questions. Your responses are analysed to identify the AI capability profile that best matches your knowledge, understanding, and application of AI, and to place you within one of the defined AI user archetypes.
Who developed the AI user archetypes used in the assessment?
The AI user archetypes used in the AI Diagnostic Tool were developed by the Ministry of Digital Development and Information (MDDI) and the Infocomm Media Development Authority (IMDA) as part of the National AI Impact Programme. The archetypes help individuals better understand their level of AI capability and support the responsible adoption of AI in the workplace.
What does "AI Not Yet Aware" mean?
AI Not Yet Aware refers to individuals who are in the early stages of AI capability and may have little or no familiarity with AI concepts, tools, or applications in everyday or workplace settings. This level suggests that developing a foundational understanding of AI would be beneficial before progressing to more advanced knowledge and skills.
What does "AI Aware" mean?
AI Aware refers to individuals who have a basic understanding of AI concepts and are familiar with how AI is used in everyday life and workplace settings. Individuals at this level recognise common AI applications and have begun exploring how AI can support their work or personal activities.
What does "AI Literate" mean?
AI Literate refers to individuals who can use AI tools effectively to improve productivity and support their work or personal activities. For example, they may be able to write effective prompts to generate useful outputs, such as summarising meeting notes or drafting content using ChatGPT.
What does "AI Fluent" mean?
AI Fluent refers to individuals who can work with AI or technology teams to integrate AI solutions into workflows, improve work processes, and support AI-enabled transformation initiatives. For example, they may use low-code AI tools to automate role-specific tasks or contribute to the implementation of AI solutions within their organisation.
How should I interpret my AI capability results?
Your AI capability results provide a starting point for understanding your current level of AI capability. They are intended as a developmental guide rather than a comprehensive evaluation of your capabilities. When interpreting your results, you should also consider your work context, industry requirements, and practical experience using AI.
Why is feedback only provided for selected open-ended questions and not all questions?
Feedback is provided only for selected open-ended questions where it can meaningfully support learning and reflection. Some questions are designed primarily to assess your level of AI capability and do not lend themselves to constructive individual feedback. The assessment therefore focuses on providing feedback where it can offer the greatest value in helping you understand and improve your AI capabilities.
Completing the Assessment
What should I do if I am unsure how to answer a question?
If you are unsure how to answer a question, you may select I am not sure and proceed to the next question.
Can I skip questions in the AI Diagnostic Tool?
Yes. Participation is voluntary, and you may skip questions without preventing completion of the assessment.
Will I still receive results and course recommendations if I skip a question?
Yes. You will still receive your AI capability profile and course recommendations even if you are unsure about a question or choose to skip it.
Can the AI Diagnostic Tool be completed more than once on the same device?
As a general rule, each device can complete the AI Diagnostic Tool only once under normal browser settings.
Can I access the AI Diagnostic Tool outside Singapore?
Access to the AI Diagnostic Tool outside Singapore may depend on system accessibility and other technical considerations. If you are accessing the assessment from outside Singapore, please try opening the link directly through the MySkillsFuture Portal. If access issues persist, please contact skills.assessment@singaporetech.edu.sg for assistance.
Is the AI Diagnostic Tool intended to be used as a pre- and post-training assessment?
No. The AI Diagnostic Tool is designed to help individuals assess their AI knowledge and skills in general and workplace contexts. It is not intended to be used as a pre- and post-training assessment.
Feedback and Data Use
How will the information collected at the end of the assessment be used?
The individual’s information collected at the end of the assessment will be used to generate the individual’s AI capability profile and provide relevant course recommendations. It may also be used in aggregate to support service improvement, programme administration, and analysis of overall take-up and user needs, where applicable.
Can additional questions be added to the AI Diagnostic Tool to provide a more comprehensive evaluation of AI capability?
Suggestions for additional questions are welcome and may be considered in future enhancements. However, adding more questions would increase the assessment's length. The AI Diagnostic Tool is intentionally designed to be concise, allowing it to be completed within a reasonable time while still providing meaningful insights into AI capability.
How should feedback on the AI Diagnostic Tool be submitted?
We welcome your feedback on the AI Diagnostic Tool. You may submit your feedback through the feedback survey or via the SWDA Service Portal.
Feedback
- "This AI screening tool helped me to learn the different terminologies of AI and reflect on my usage of AI."
- - WenHui
- "The self-assessment revealed hidden gaps in my assumptions and knowledge, and pushed me to improve."
- - Anthony
- "This screening tool has made me aware of my current knowledge in basic AI use and potential areas for me to build competency amidst a growing technological landscape!"
- - Raferty
Behind the Assessment
How the assessment was designed and validated.
The AI capability assessment tool was developed as a light-touch, time-efficient screening instrument to support Singapore's national AI upskilling efforts. Its primary purpose is not certification, but rapid sense-making: to help individuals understand their current level of AI capability and to guide them towards appropriate, differentiated training pathways.
The design was informed by close consultation with the Skills and Workforce Development Agency (SWDA) and anchored in relevant Skills Framework references, ensuring coherence with national workforce development priorities. The tool is designed to minimise time burden, and even short-answer responses are expected to be concise. It should be accessible to the general public, and yet still yield meaningful distinctions in capability that could inform course recommendations.
To achieve this balance, the assessment was intentionally designed around everyday and work-relevant scenarios, rather than technical knowledge tests. This approach reflects a core design principle: for broad-based AI upskilling, what matters first is how people understand, use, and judge AI in context, not whether they can describe algorithms or architectures. The tool also underwent multiple iterations, including validation with individuals at different levels of AI proficiency. Feedback from these pilots was used to refine scenario framing, calibrate difficulty, and improve the clarity and discrimination of assessment items.
We welcome feedback from users and partners as the assessment continues to evolve. As AI becomes increasingly embedded in everyday work and life, improving how people understand and use AI responsibly will remain an ongoing effort.