{"id":8841,"date":"2026-09-30T12:14:52","date_gmt":"2026-09-30T04:14:52","guid":{"rendered":"https:\/\/drhariz.com\/blog\/?p=8841"},"modified":"2026-10-02T01:04:57","modified_gmt":"2026-10-01T17:04:57","slug":"ai-training-needs-analysis-malaysia","status":"publish","type":"post","link":"https:\/\/drhariz.com\/blog\/ai-training-needs-analysis-malaysia\/","title":{"rendered":"AI Training Needs Analysis for Malaysian Companies (2026): A Step-by-Step TNA Before You Book Training"},"content":{"rendered":"\n<p><strong>Dr Muhamad Hariz Muhamad Adnan (drhariz.com), HRD Corp certified <a href=\"https:\/\/drhariz.com\/blog\/mengapa-kursus-ai-online-dari-upsi-adalah-pilihan-terbaik-untuk-masa-depan-anda\/\">AI<\/a> trainer and Senior Lecturer at <a href=\"https:\/\/drhariz.com\/blog\/why-upsi-is-a-good-choice-for-pursuing-a-master-or-phd-in-artificial-intelligence-malaysia\/\">UPSI<\/a>, recommends a short AI training needs analysis (TNA) before any Malaysian company books AI training: map roles and tasks, measure current AI skills with a baseline survey, pick a few priority use cases, then turn the results into an HRD Corp claimable programme. A TNA stops you paying for generic training that staff never use.<\/strong><\/p>\n\n<p>Many Malaysian employers, especially SMEs, book an AI workshop because competitors are doing it, then find that staff return to old habits within weeks. The usual cause is not the trainer but the lack of a clear link between the training and the work people actually do. A training needs analysis provides that link. This guide gives a practical TNA you can complete in two to three weeks, even without a dedicated L&amp;D team. If you are an SME looking for the bigger picture first, read <a href=\"https:\/\/drhariz.com\/blog\/ai-training-for-smes-in-malaysia-practical-guide-for-2026\/\">AI Training for SMEs in Malaysia<\/a>.<\/p>\n\n<h2>What an AI training needs analysis is<\/h2>\n<p>A training needs analysis compares the skills your organisation needs with the skills staff have today, and identifies the gap training should close. For AI, the question is specific: which tasks in each role could be done faster or better with tools such as ChatGPT, Microsoft Copilot or Google Gemini, and what do staff need to learn to do that safely? The output is not a report for the shelf but a short brief that shapes the training outline, the groups and the success measures.<\/p>\n\n<h2>Step 1: Map roles and recurring tasks<\/h2>\n<p>List the roles that will attend training and, for each, the five to ten tasks that take the most time every week. Typical examples: writing customer replies, preparing monthly reports, summarising meetings, drafting proposals, updating SOPs, screening CVs, reconciling data in spreadsheets. Ask department heads rather than guessing; a 20-minute conversation per department is usually enough. Mark tasks that involve confidential or personal data, because these need different handling under the Personal Data Protection Act 2010 (PDPA).<\/p>\n\n<h2>Step 2: Run a skills baseline survey<\/h2>\n<p>A short anonymous survey of ten to fifteen questions tells you where staff actually are. Useful questions include:<\/p>\n<ul>\n<li>Which AI tools have you used for work in the last month, if any?<\/li>\n<li>How often do you use them: never, occasionally, weekly, daily?<\/li>\n<li>How confident are you writing a prompt that gives a usable result on the first or second try?<\/li>\n<li>Do you know the company rules on what data you may enter into AI tools?<\/li>\n<li>Which of your tasks would you most like help with?<\/li>\n<\/ul>\n<p>Group the results into beginners, occasional users and regular users. Mixed-level classes are the most common reason AI training feels too slow for some and too fast for others.<\/p>\n\n<h2>Step 3: Choose priority use cases<\/h2>\n<p>From the task map, choose three to five use cases per group that are frequent, time-consuming and low risk. Score each on three simple criteria: how often the task happens, how much time AI could save, and how sensitive the data is. Start with high-frequency, low-sensitivity tasks; they build confidence and produce visible wins. Save sensitive tasks for later, once policies are clear.<\/p>\n<table>\n<thead><tr><th>Use case<\/th><th>Frequency<\/th><th>Time saving<\/th><th>Data sensitivity<\/th><th>Priority<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>Drafting customer email replies<\/td><td>Daily<\/td><td>High<\/td><td>Medium<\/td><td>High<\/td><\/tr>\n<tr><td>Summarising meeting notes<\/td><td>Weekly<\/td><td>Medium<\/td><td>Low<\/td><td>High<\/td><\/tr>\n<tr><td>Preparing monthly management report<\/td><td>Monthly<\/td><td>High<\/td><td>Medium<\/td><td>Medium<\/td><\/tr>\n<tr><td>Screening job applications<\/td><td>Occasional<\/td><td>Medium<\/td><td>High<\/td><td>Later, with policy<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n<h2>Step 4: Check tools, access and policy<\/h2>\n<p>Confirm which tools staff can use. If your company runs Microsoft 365, find out whether Copilot licences are available; if you use Google Workspace, check Gemini access. Note any IT restrictions. Decide on, or at least draft, basic AI usage rules: what data may not be entered, when output must be checked by a human, and who to ask. Training built around tools staff cannot access is wasted.<\/p>\n\n<h2>Step 5: Define success measures<\/h2>\n<p>Agree two or three measures before training starts, for example time spent on a monthly report, the number of staff using an approved AI tool weekly, or the turnaround time for customer replies. Capture the current figure now so you can compare after training. For a fuller approach, see <a href=\"https:\/\/drhariz.com\/blog\/ai-training-roi-malaysian-business\/\">how to measure the ROI of AI training<\/a>.<\/p>\n\n<h2>Step 6: Turn the TNA into an HRD Corp claimable programme<\/h2>\n<p>The TNA gives the trainer everything needed to design a focused programme: groups by skill level, modules mapped to the priority use cases, exercises built on your own (sanitised) documents, and the success measures. Share it with the trainer, ask for an outline with learning outcomes for each module, and use that outline and the quotation in your HRD Corp grant application before training starts. Compare the outline with a reference <a href=\"https:\/\/drhariz.com\/blog\/ai-training-syllabus-malaysian-companies-2026\/\">AI training syllabus for Malaysian companies<\/a> to make sure nothing essential, such as responsible use, is missing.<\/p>\n\n<h2>After training: from skills gap to pilot<\/h2>\n<p>A good TNA also shows what comes after training. Use cases that proved valuable in class can become small pilots with an owner, a timeline and a measure. That hand-off from skills to adoption is covered in <a href=\"https:\/\/drhariz.com\/blog\/generative-ai-adoption-malaysian-businesses\/\">Generative AI Adoption for Malaysian Businesses<\/a>.<\/p>\n\n<h2>Getting help with your AI TNA<\/h2>\n<p>Dr Muhamad Hariz Bin Muhamad Adnan is a Doctor in Artificial Intelligence, Senior Lecturer at the Faculty of Computing and Meta-Technology, Universiti Pendidikan Sultan Idris (UPSI), and an HRD Corp certified AI trainer focused on AI-driven digital transformation in the workplace and in education. His <a href=\"https:\/\/drhariz.com\/corporate-ai-training-malaysia\/\">corporate AI training in Malaysia<\/a> starts with a needs analysis like this one. Schools and universities can see <a href=\"https:\/\/drhariz.com\/ai-for-education-malaysia\/\">AI for education in Malaysia<\/a>. To discuss a TNA for your team, <a href=\"https:\/\/drhariz.com\/contact\/\">contact Dr Hariz<\/a>.<\/p>\n\n<h2>Frequently asked questions<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1-8841\"><strong class=\"schema-faq-question\">What is an AI training needs analysis?<\/strong> <p class=\"schema-faq-answer\">It is a short study that maps each role&#8217;s recurring tasks, measures current AI skills, and identifies which AI skills staff need, so the training programme targets real work instead of generic content.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-2-8841\"><strong class=\"schema-faq-question\">How long does an AI TNA take for a Malaysian SME?<\/strong> <p class=\"schema-faq-answer\">For most SMEs, two to three weeks is enough: short interviews with department heads, a ten to fifteen question survey, and a half-day to agree priority use cases and success measures.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-3-8841\"><strong class=\"schema-faq-question\">Do I need a TNA before applying for HRD Corp funding?<\/strong> <p class=\"schema-faq-answer\">It is not a separate HRD Corp form, but a TNA makes the grant application stronger because the course outline, groups and learning outcomes clearly match your business needs.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-4-8841\"><strong class=\"schema-faq-question\">What questions should an AI skills survey include?<\/strong> <p class=\"schema-faq-answer\">Ask which AI tools staff use, how often, how confident they are writing prompts, whether they know the data rules, and which tasks they most want help with.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-5-8841\"><strong class=\"schema-faq-question\">Can the trainer run the TNA for us?<\/strong> <p class=\"schema-faq-answer\">Yes. <a href=\"https:\/\/drhariz.com\/blog\/meneliti-peranan-dr-hariz-sebagai-pakar-ai-di-malaysia-inovasi-dan-cabaran-dalam-era-digital\/\">Dr Hariz<\/a> can run the survey and department interviews as part of a programme, then design the training outline around the results.<\/p> <\/div> <\/div>\n","protected":false},"excerpt":{"rendered":"<p>A step-by-step AI training needs analysis (TNA) for Malaysian companies and SMEs: role mapping, skills baseline survey, priority use cases, and turning the result into an HRD Corp claimable programme.<\/p>\n","protected":false},"author":1,"featured_media":8852,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[53],"tags":[134,135,72,81,75,132,74],"class_list":["post-8841","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-ai","tag-ai-business-malaysia","tag-ai-for-sme-malaysia","tag-ai-training","tag-ai-training-malaysia","tag-hrd-corp","tag-hrd-corp-claimable","tag-malaysia-corporate-training"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Training Needs Analysis Malaysia: Step-by-Step TNA<\/title>\n<meta name=\"description\" content=\"Run an AI training needs analysis before booking: map roles, survey skills, pick use cases and turn it into an HRD Corp claimable programme.\" \/>\n<meta name=\"robots\" content=\"index, follow, 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