AI Training
When a CAIO funds AI training, that is the story
Telstra, NAB, and the first 120 days of a new digital appointment: programmes, hiring clusters, and the two-day sprint that beats a capability map.
The S-Curve·
// Market
AI transformation is a budget line, not a chatbot
An AI transformation strategy that cannot name the first workflow is a press release.
AI transformation is the phrase boards use when they do not want to say "we will change how people spend Tuesday." I do not blame them. Transformation sounds expensive and official. Tuesday sounds like work.
An AI transformation strategy that cannot name the first workflow is a press release. An AI transformation roadmap with four colours and no owner is a poster. I have watched both survive a full planning cycle. Nothing moved except the vendor.
The useful version is boring. You pick a process that already hurts. You fund AI training for the people who live inside it. You give someone the right to kill the old way. You measure hours, errors and cycle time. Then you pick the next process. That is the roadmap. Everything else is scenery.
Strategy without the maturity model
Leaders love maturity models because they delay a decision. You score yourself a 2. You aspire to a 4. You hire a consultant to explain the gap. Meanwhile the claims team still copies data between two systems by hand.
Write the strategy as a sequence of bets. Bet one: this workflow, this owner, this kill test, this date. Bet two is not allowed to start until bet one has a residue. If that feels too small for a board pack, the board pack is the problem.
A Chief AI Officer can help if they have money. A CAIO with a title and a listening tour will produce a town hall. The appointments we cover are the ones that fund literacy in the first 120 days. That is AI transformation you can audit.
Vendors will offer you a platform that "enables" transformation. Platforms are fine after the work is named. Before that they are a second job. I would rather see a two-day AI design sprint on a live problem than a six-month implementation that nobody asked for.
Where it is actually happening
Not in keynotes. In hiring clusters, tenders and programme stand-ups. A HK or SG bank staffing AI-for-teams is a local signal. A UK agency buying design thinking is a different signal that still tells you the organisation is trying to change how it frames work. Digital transformation Australia, Singapore, Hong Kong: the language in annual reports is getting louder. The residue is still uneven. We write the residue.
Do not inflate a hiring spree into a national story. Do not ignore it either. The people who run innovation in those markets already know which peers moved. Naming the company is how you make the piece useful.
Digital transformation is the wider problem. AI is one of the tools. If your digital programme has no AI bet, you are still running 2016. If your AI programme has no digital seam (the customer, the process, the system you will switch off) you are running a lab.
Collective Campus still trains the rooms that have to live with this. The AI skills programmes and the wider innovation training are how a strategy becomes a habit. Two links. That is the offer. The rest of this page is the argument.
What we publish here
When a CAIO funds AI training is the appointment story. When a HK or SG bank staffs AI training is the market signal. AI training without the slideware is what the work looks like when you skip the costume.
The AI training playbook is the field guide. Infinitev's landing-page generator is a case of using AI to test ideas fast, not to decorate a transformation narrative.
If you are writing the roadmap this quarter, start with one hated workflow and a date. If you cannot name those two things, you do not have a transformation. You have a theme.
Boards will ask for a competitive scan. Give them three named peers and what those peers actually staffed, not a quadrant. A HK bank hiring AI trainers is more useful than a global heat map. A CAIO who funded literacy in 120 days is more useful than a prediction about AGI. Competitive scans that stay in the clouds are how transformation offices stay busy. Name the account. Name the move. Then decide whether you are copying the hire, the training or neither.
What we have written
AI Training
When a HK or SG bank staffs AI training, that is a signal, not a trend piece
Hiring and programme stand-ups in Hong Kong and Singapore. Written for buyers there, not a global AI roundup.
The S-Curve·
AI Training
AI training without the slideware
A practical sequence for AI literacy that starts where the hours actually leak, not on a capability map.
The S-Curve·
AI Training
CelcomDigi is asking Huawei to co-design how its people learn
A three-year memorandum in Petaling Jaya. Pathways in AI, data, 5G and cloud, and certifications at associate, professional and expert level. Albern Murty says advantage follows learning faster than the pace of change. Azmi Ujang, the chief human resources officer, was in the room.
The S-Curve·
AI Design Sprints
Singapore is measuring its AI training by what officers change, not courses finished
The Institute of Digital Government wants 150,000 public officers equipped by 2028, and it will judge itself on application and lasting workflow change. More than 1,000 officers have already been through its AI Sprints.
The S-Curve··
Agile
Canva is reshaping a fifth of its roles to get back to small, empowered teams
Melanie Perkins calls it the hardest moment in the company's 13 years. The restructure affects 1,271 roles, makes Sydney the home of product and says AI is shaping the products, not doing the work of those who leave.
The S-Curve··
AI Training
Go1 is putting OpenAI Academy courses inside the corporate learning catalogue
The partnership puts OpenAI's own training in front of the 10,000 organisations already buying through Go1. Access gets easier. Deciding which work changes is still the organisation's job.
The S-Curve··
Productivity & Time Management
Why Your AI Program Isn't Delivering Business Outcomes
Most work in large organisations is a waste of time, and AI just makes us faster at it. Redesign the work before bolting AI on top of it.
Steve Glaveski·
Field guides
Work in the room
Questions leaders actually ask
- What is an AI transformation roadmap?
- A sequence of named workflows, owners and kill criteria. Not a maturity model with four colours. If the first ninety days do not change how someone spends Tuesday, it is not a roadmap.
- How should leaders write an AI transformation strategy?
- Start with the work, then the model. Strategy that begins with a vendor shortlist is procurement dressed as transformation. Name the constraint. Fund the training. Measure the hours back.
- Is a Chief AI Officer enough to drive AI transformation?
- A CAIO with no budget for AI training is a title. The interesting appointments are the ones that fund literacy in the first 120 days, then pick a hated process.
- Where is AI transformation showing up in banks?
- In hiring and programme stand-ups more than in keynotes. When a HK or SG bank staffs AI for teams, that is a signal. We write that story. We do not inflate it into a global trend piece.