Start with a problem worth solving
Gavin explains why urgency and pain matter when shaping an offer.
Download captions (.srt)The short answer
Start free with AI Singapore's AI Fundamentals courses. If you are a Singapore Citizen, a SkillsFuture AI course that starts on or after 16 September 2026 can also get you six months of a premium AI tool for free. If you run a business and want AI working inside it, not just knowledge about it, learn from someone who uses it in a business every day. Whichever path you take, practise on your own real work from week one.
This is the hub for learners. Follow the five steps below, then dive into the linked guides for the parts you want to go deeper on. Written by Gavin Sim for non-technical founders, operators and professionals in Singapore.
Start with the work you want AI to help with, then compare these learning paths.
| Path | Cost | Best for | Watch out for |
|---|---|---|---|
| AI Singapore AI Fundamentals | Free, self-paced online | Anyone who wants the basics and the vocabulary | You can finish knowing about AI without using it at work |
| SkillsFuture AI courses on MySkillsFuture | Subsidised, SkillsFuture Credit claimable | Singaporeans who want a structured course and a free premium AI tool to practise on | Only one free tool subscription per person, so choose the tool you will actually use |
| Institutions such as NTUC LearningHub, SMU Academy, NUS ISS and the polytechnics | Subsidised for eligible learners | Employees who need a recognised certificate, and career switchers | A certificate is not the same as a working process in your business |
| AI Apprenticeship Programme (AIAP) by AI Singapore | Selective, full-time | People becoming AI engineers | Technical and demanding, not built for business owners |
| DBS Spark GenAI with Enterprise Singapore and IMDA | Free IMDA workshops, plus up to 50% grant support from Enterprise Singapore on eligible pre-approved AI solutions | SME owners choosing and buying AI tools | It helps you adopt solutions, it does not teach you to build your own workflows |
| Practitioner coaches and bootcamps, including my One Man Agency programme | Self-funded, not SkillsFuture eligible | Business owners and professionals who want to apply AI to their own business and leave with work done | Ask what you will have built by the end, and read unedited reviews |
Fair disclosure: I run the One Man Agency programme in row six, so weigh my view of it accordingly.
My advice: pick the tool your workplace already uses or allows, so the six months turn into a habit at work rather than a trial that lapses.
Source: Mothership, September 2026. Check MySkillsFuture for the current list before you sign up.
Use AI first on the work that already makes you money: writing and testing your offer, following up leads faster, and producing content consistently, before you touch anything exotic.
Offer. Use AI to clarify the problem you solve and draft different ways to explain your offer. Check those drafts against what your customers actually need.
Funnel. Use AI to draft customer replies and follow-up messages. Keep the next step clear and check every message before it reaches a customer.
Traffic. Use AI to turn your ideas into useful posts and content drafts. Keep your own experience and judgment in the final version.
I connect these three areas through the OFT AI Framework (Offer, Funnel, Traffic).
If you are curious but unsure, do not start with a paid programme: spend two weeks on a free course and one real task, then decide.
Look for a programme where you work on your own business during the sessions and leave with something running, not one where you watch demonstrations.
Use these checks to compare AI courses in Singapore.
Start with your offer and your follow-up. Your first win should save time on sales or marketing within a week.
Check the SkillsFuture AI courses first, then use the free tool on your actual job, with your manager's permission on what data you can use.
Pick one recurring process, redesign it with the team and measure it. Training everyone at once without a target rarely sticks.
Decide whether you want to use AI in a business role or build AI systems. The first needs practice and a portfolio of real work, the second needs a technical programme such as AIAP.
Choose someone whose teaching you can follow and whose examples resemble your work. Ask to see the whole process: the starting information, the instructions, the AI output and the checks before using it.
Read how I approach AI training in Singapore and review my background before deciding whether I am a fit.
I am Gavin Sim, a Singapore-based entrepreneur, AI educator and creator of the OFT AI Framework. I use Offer, Funnel and Traffic to connect AI tools to the work of finding a useful problem, packaging a service, building a customer journey and attracting relevant attention.
Start with the free AI preview to assess my teaching style and examples. For paid learning, review the current One Man Agency programme details and confirm the dates, fees and support before enrolling.
One Man Agency is self-funded and does not accept SkillsFuture credits. If using those credits is a requirement, check the exact course listing on MySkillsFuture. Choose learning that fits both your goal and your budget.
Attend my free AI previewThree short teaching excerpts from the One Man Agency webinar recorded on 13 August 2026. These use the original presenter video and audio, with captions added. They are excerpts, not complete lessons or a full screen demonstration.
Gavin explains why urgency and pain matter when shaping an offer.
Download captions (.srt)An explanation of the action a focused landing page should help a visitor take.
Download captions (.srt)An edited excerpt of Gavin briefing AI for a website rebuild. The shared desktop and spoken phone number are omitted.
Download captions (.srt)Try it yourself · No coding needed
Use this fictional enquiry report to practise giving clear instructions and checking an AI answer. This is a practice exercise, not a client result or a promise of business performance. You can paste the text into an AI chat tool you already use.
Use only the sample data below. For each week, calculate enquiry-to-booking conversion as bookings divided by enquiries, multiplied by 100. Calculate the combined conversion rate across both weeks. Show your calculations, describe what changed in two sentences, and list what you cannot conclude from this data. Do not invent a reason for the change. Week,Enquiries,Bookings 1,20,5 2,30,6Download the sample data (.csv)
Week 1: 5 ÷ 20 = 25%. Week 2: 6 ÷ 30 = 20%. Across both weeks: 11 ÷ 50 = 22%.
Bookings increased from 5 to 6, but a smaller share of enquiries became bookings. The conversion rate fell by 5 percentage points. The combined rate is 22%, not the simple average of the two weekly percentages, because the enquiry counts differ.
These numbers do not tell you why conversion changed. Ask about enquiry sources, response times and booking dates before deciding what to change. Two weeks alone do not establish a trend.
This is the habit to build when learning business AI: define the task, provide the information, check the output and decide what to do next. You do not need coding to start practising it.
Recorded learning put into practice, a paid website project, a recurring engagement and a business prototype. Read the contributors’ accounts, shared with permission.
Shirley · Learning and taking action
Learning while overseas, Shirley credited the Zoom videos and support from Gavin, then started conversations with people she already knew.
Read Shirley’s storyRay · Paid website project
Ray describes researching, rebuilding and launching a client website with WhatsApp and an AI chatbot after completing OMA training.
Read Ray’s storyHasyer · Recurring client work
Hasyer shares a six-month retainer win with the OMA community and encourages continued outreach, follow-ups and offer improvement.
Read Hasyer’s storySuharti · Prototype and proposal
Suharti describes building a multi-business prototype with Lovable and presenting it in Malaysia. No contract was confirmed in her update.
Read Suharti’s storyIndividual experiences, not independently audited outcomes or a measure of typical student results.
Get comfortable with the basics of large language models, prompting and where AI reliably works vs where it still fails. Read widely and try one tool for a real task at work.
Start with two or three general tools (a chat model, a writing assistant, an automation tool). Deep tool stacks come later.
Choose one repeatable task (a weekly report, a first-draft email, a research summary) and design an AI-assisted version. Ship it before you learn the next tool.
A framework such as OFT AI (Offer, Funnel, Traffic) keeps you focused on the business fundamentals: use AI to clarify the offer you sell, build a simple funnel that converts, and attract relevant traffic. Tools change; those three questions do not.
Certificate vs hands-on, solo vs team, accredited vs project-based. Compare formats before you enrol.
I also teach in person in Malaysia and run remote sessions across the region. See AI coaching in Malaysia and AI training across Asia.
A short, opinionated starter stack for non-technical learners in Singapore.
How to design your first AI-assisted workflow around a real business task.
Criteria to choose an AI course, plus where the One Man Agency Bootcamp fits.
Offer, Funnel, Traffic: use AI to sharpen your offer, build a simple funnel, and attract relevant traffic.
Custom formats for SME and enterprise teams in Singapore, including executive briefings and hands-on cohorts.
Yes. AI Singapore's AI Fundamentals courses are free and self-paced, and many tools have free tiers you can practise on. Free is enough to start. It stops being enough when you need feedback on your own work.
Yes, for eligible courses on MySkillsFuture, and Singapore Citizens on eligible courses starting from 16 September 2026 can also redeem a free six-month AI tool subscription. My One Man Agency programme is not SkillsFuture eligible.
No. To use AI in a business or a job you need clear thinking about the task, good instructions and the habit of checking the output. Coding matters only if you want to build AI systems yourself.
The one you will use every day. If your workplace already pays for Microsoft Copilot, Google Gemini or ChatGPT, start there. Switching tools matters far less than practising on real work.
Most people can get one useful workflow running in their first week of daily practice. Becoming genuinely capable takes a few months of using it on real tasks, which is why practice beats course hours.
A course teaches a fixed syllabus to everyone in the room. A coach works on your situation and your output. Courses are better for foundations and certificates, coaching is better when you need a result in your own business.
Choose the format that matches how you learn.