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TMA Practical AI Pathway

Build practical AI capability, one level at a time.

A practical route from using AI confidently at work to organising responsibilities, automating workflows and building focused tools.

THE COMPLETE PATHWAY

Four levels. One practical direction.

Each level moves from individual use towards connected workflows, custom tools and business systems.

WHY TMA BUILT THIS PATHWAY

Good automation does not begin with automation.

It begins with how you think and work. TMA connects practical AI learning across four levels: develop a useful working habit, organise a recurring responsibility, automate a clear workflow, then build what is worth building.

The focus is not a tour of the latest tools. It is learning how to apply AI to real work, with a clear purpose at each stage.

LEVEL 1

Think and Work

Develop the habit of working with AI as a thinking partner.

Your own experience is a starting point, not the limit of the perspectives you can explore. Learn to give AI useful context, ask better questions, challenge assumptions and think through unfamiliar situations before turning ideas into workplace action.

This is more than getting a quick answer. It is a practical habit of discussing, refining and verifying the work with AI while keeping human judgement and responsibility.

Tools used in current programmes: ChatGPT Chat and Work.

Why this comes first: a useful system begins with knowing how to work well with AI.

LEVEL 2

Organise

Upcoming editions

Turn one recurring responsibility into a reusable AI Work System.

Stop rebuilding the context from scratch every time. Bring the relevant instructions, reference information, working standards and boundaries together around one responsibility, so AI can support that work more consistently.

You still initiate the work and review the result. The change is from separate conversations to an organised way of working that you can return to and improve.

Planned tools: ChatGPT Projects and Work.

Why this comes next: organised work makes its steps and standards clearer before you automate them.

LEVEL 3

Automate

Connect clear steps into a working workflow.

Understand what starts the work, what information is needed, where decisions happen and what should reach a person for review. Then connect suitable steps across AI and workplace tools instead of repeating each hand-off manually.

n8n makes that structure visible. You can follow the flow, inspect what each step does and test how information moves. Its role here is to teach practical, structured automation with human checks where needed.

Tools used in the current programme: n8n, ChatGPT and Google Gemini.

Why this comes next: automate work you understand, with checks where they matter.

LEVEL 4

Build

Future directions · not yet open

Build what the work actually needs.

Once the need is clear, the next direction is building a focused tool or laying the foundations for a more connected business. These are two directions within Level 4, not two compulsory steps.

4A · Build Custom Tools with AI

For people who want to build a useful tool for a specific purpose, whether for themselves, a team or a department. It does not have to become a whole-company system.

4B · Build the Foundations of an AI-enabled Business

For connecting people, processes, information, tools and human oversight into a coherent business foundation. A business owner and technical champion may work together, or one person may fulfil both roles.

Possible tools: ChatGPT Work and Codex. The final tool set will be confirmed when each direction is designed.

These are planned directions. Detailed course scope and availability will be confirmed separately.

CHOOSE WHERE TO START

The levels show capability progression, not compulsory course attendance. Participants may enter at the level that matches their experience, responsibility and intended outcome.

EXPLORE TRAINING AREAS

YOU ARE VIEWINGAI & AutomationPractical AI, office automation and workplace systems
EXPLORE PROGRAMMES Leadership & Workplace SkillsLeadership, communication, performance and service
02LEVEL 2 · UPCOMING EDITIONS

Organise Your Work with AI

Turn one recurring responsibility into a clear, usable AI supported work system.

UPCOMING EDITION

Managers and Supervisors

UPCOMING EDITION

HR and Administrative Professionals

UPCOMING EDITION

SME Business Owners

04LEVEL 4 · FUTURE DIRECTIONS

Build with AI

Build focused tools and the foundations of connected business systems.

FUTURE DIRECTION

Build Custom Tools for Work

FUTURE DIRECTION

Build the Foundations of an AI Enabled Business

Participants presenting the automation they built during training

LEARNING OUTCOME

Participants build, test and explain their work.

The learning goes beyond watching a demonstration. Participants work through practical exercises and share how their work supports a real task.

PARTICIPANT FEEDBACK

What participants say after the training.

“The training opened my eyes to the potential of automating our administrative work processes. I went from knowing very little to understanding what it is all about.”
Soon LingAI Automation Programme Participant
“Everything was very hands on. We learned how to operate n8n during the training and could solve problems on the spot.”
Xin PeiAI Automation Programme Participant
“As a first timer, the programme gave me useful exposure to AI automation. The practical learning made it very fruitful.”
DonnaAI Automation Programme Participant

IN HOUSE TRAINING

Start with a proven programme. Adapt only where it adds value.

01

Deliver as published

Run the same programme exclusively for your team, using its established structure and outcomes.

02

Tailor to your team

Keep the core programme while adapting examples, exercises, language and department use cases.

03

Design a custom programme

Begin with discovery when the need combines specific workflows, AI adoption or workplace capability gaps.

Customisation, delivery scope and HRD Corp claimability are confirmed before quotation.

Request an in house quotation