The bank has said it openly
DBS is phasing out about 4,000 contract and temporary roles over three years as AI takes on work previously done by humans.
A hands-on, no-code masterclass for IT administrators rolling out AI across an organisation.
AI is already inside your organisation, with or without you. Three days on trust boundaries, credential scoping, and a rollout playbook that keeps data where it belongs.
“He holds the sole-inventor patent for LLM agent systems, granted in 2023, and has spent close to two decades delivering technical training. He has hand-built AI systems for classified environments where the public internet does not exist. In this masterclass, he shares the architecture, his working methods, and the deployment blueprints drawn from completed projects, compressed into 3 days of intensive, hands-on learning.”Prebook the IT Admin Masterclass
Cohorts of 10 to 25, and seats are running out. Prebooking is free; you pay by invoice only when your cohort is confirmed.
The Real Problem
Staff paste company data into whatever tool they found. You cannot govern what you have not seen.
API keys and accounts multiply quietly, and each one is a door somebody forgot to lock.
Without boundaries, sensitive data flows into external tools with one well-meant prompt.
Most AI rollouts are an email and a prayer. A playbook makes adoption safe and fast.
Hundreds of courses, the same recycled content. The trainer sat through them too, and now teaches exactly the part they all skip.
Certificates confirm attendance. The concepts that matter live only in the trainer's head. Here, they live in yours.
Do these sound familiar? Controlled rollout is the fix that ends the shadow era.
The Trainer
The playbook behind every masterclass was bought with years of production attempts and hard failures. The count of the wall is the lesson, and it is the first thing he teaches.
More than a hundred students in Singapore completed this similar AI training this year. The format is proven with a live audience.
The sole-inventor patent for LLM agent systems, granted in 2023. The legal and logical foundation of modern agents.
18 years of compute on GPUs, back when the field was called HPC, long before AI became a marketing buzzword.
Teaching engineers has been the day job for more than twenty years. Training is the craft, not a side engagement.
25 years across AWS, Azure, GCP, and on-premises bare metal, including air-gapped environments few engineers ever see.
Small cohorts keep the help personal. Seats are running out fast.
Past students say the most valuable part is simple. You get to ask a human who has done a few things successfully before.
Why Now
DBS is phasing out about 4,000 contract and temporary roles over three years as AI takes on work previously done by humans.
About 4 in 10 of those affected by the GovTech cuts were officers in their 40s.
75 per cent of all new code at Google is now AI-generated, reviewed and approved by engineers.
40 per cent of the workforce will need reskilling within three years because of AI.
AI now helps read CT scans, yet imaging demand grew even faster and radiologist vacancies stayed high. When AI makes something cheaper, the world orders more of it.
Klarna let an AI assistant do the work of 700 service agents, then rehired people when quality slipped. The winners are the humans who can direct the AI.
None of these companies failed. They restructured, and loyalty no longer shields anyone. PwC’s 2026 jobs barometer finds roles professionalised by AI growing twice as fast as the rest. Be the one directing the machines, not the one replaced by them.
The Curriculum
| Day | Morning | Afternoon | Focus |
|---|---|---|---|
| Day 1 | You get hands-on with the tools your users already use, with no code anywhere. | The afternoon maps the AI tool landscape, and where approved and shadow usage actually differ. | See What You Are Governing |
| Day 2 | You design trust boundaries for AI tools, and scope credentials so one leak cannot walk the whole estate. | Policy design follows, covering acceptable use, data handling, and the PDPA duties of an administrator. | Boundaries and Credentials |
| Day 3 | You build the rollout playbook, from pilot groups to monitoring usage without becoming surveillance. | The capstone is a rollout plan for your own organisation, built by you and presented. | The Rollout |
Each day comprises approximately 25% guided sessions, 60% hands-on labs on a real task, and 15% structured reflection. The table above is an example. Actual content includes more practical material than described, may differ slightly as it tracks the latest industry trends, and is refreshed right up to each cohort. The exact setup guide will be shared one week before Day 1.
Before You Arrive
Standard or Custom
Standard
Custom
Prebooking is free. You pay by invoice only when your cohort is confirmed.
The Outcomes
The AI tool landscape as it actually looks inside organisations.
Boundary design that keeps data where it belongs.
Scoping and management so one leak stays one leak.
Acceptable use and data handling policy people actually follow.
Pilot, monitor, and scale, written down.
A plan for your own organisation, built in the course.
Walk out governing AI instead of chasing it.
Masterclass Menu
The Foundation Course is the shared entry, running every weekend. Each masterclass below runs as a 3-day weekday specialist course, in a Standard open cohort or a Custom private cohort for your organisation.
Technical Track
Technology Track
Manager Track
Leader Track
Functional Track
OPC Track
You bring the domain expertise. We bring the engineering discipline. Order beats shadow.
Prebook
Prebooking is free and takes two minutes. You get 48-hour priority access to the next cohort of 10 to 25 each, and we confirm dates, venue, and your invoice before any payment. Built for IT administrators who will be asked about AI before they are told about it.
This is not only about confidence with AI. It shapes your job, your career, your team, your projects, and the example your children grow up with. Choose the building side while the choice is still yours.
Prebook My Seat Now