The Shortest Distance Between Two Points Is a Straight Line
Singapore, Hong Kong, and the Slow Death of Regional Headquarters
Last month, I was on a business trip in the UAE. Coming out of the Louvre Abu Dhabi, I called an Uber to the mall. The app popped up a new option: “Autonomous with Specialist Saif.” This was my first time riding a WeRide autonomous vehicle.
The door opened. Saif was sitting in the driver’s seat. The car started moving, the steering wheel turning on its own, Saif’s hands resting neatly on his knees.
As someone who has spent 17 years in Organization Design (OD), looking at Saif’s back, a question immediately popped into my head. What is this person’s job title? And more importantly, what is his accountability?
If the car crashes, who is responsible?
The Car Company would say: “The system was in autonomous mode. The data proves it.”
Saif would say: “I’m just a Specialist, not a Driver.”
Uber would say: “Please refer to the user agreement.”
A person sitting in the driver’s seat, looking important, wearing a uniform, but holding zero decision rights.
At that moment, I realized this isn’t just an autonomous driving problem. It reminded me of another group of people I know all too well: The Regional VPs sitting in Regional Headquarters.
“Specialist Saif” and “Regional VP”: The Same Organizational Illusion
Uber calls Saif’s position “Vehicle Specialist.” Not “Driver” (that kills the autonomous valuation). Not “Safety Monitor” (that admits the system is unreliable). “Specialist” is a masterful word: it sounds professional, but commits to nothing. This is the Accountability Vacuum.
During my trip, watching Singapore and Hong Kong frantically hosting AI summits and building compute centers, I saw an even bigger Accountability Vacuum.
As an OD consultant, I have to ask: Do you actually have decision rights? This looks exactly like the corporate Regional HQ. Glamorous offices, impressive titles. Regional VP, Head of APAC. But the real decisions are made at Global HQ. AI is simply accelerating the exposure of a harsh truth: Regional HQs have always been expensive band-aids designed to cover up insufficient management reach.
The Three “Reasons to Exist” (And How AI Breaks Them)
I’ve seen too many organizational structures that exist just to fill blanks on an org chart. Regional HQ is the most expensive one. Its existence is typically justified by three reasons. In the age of AI, all three are collapsing.
Reason 1: The Time Zone Myth
The Old Logic: When European HQ is asleep, the Asia-Pacific market can’t stop. You need a Singapore office with a VP to make decisions.
The Dirty Secret: These VPs rarely make strategic decisions. Product lines? M&A? Restructuring? Those decisions wait for Global HQ to wake up. The Regional VP just approves the color of a marketing poster.
The AI Disruption: A 24/7 AI decision engine doesn’t sleep. Issues requiring escalation go directly to Global HQ via Agents, complete with context and scenario analysis. Time zones are no longer a barrier to control.
Reason 2: The Translation Layer
The Old Logic: “We need people who understand local markets.”
The Dirty Secret: What does this layer actually do? It translates Global’s English directives into “APAC context” and packages local feedback into PPTs that Global can understand. It’s a courier service, not a decision factory.
The AI Disruption: Real-time translation with cultural context embedding already does this better. And unlike a human middle manager, AI doesn’t inject office politics into the information flow.
Reason 3: The “Covering China” Illusion
The Old Logic: “China is too complex. We need a Regional HQ close by to handle it.”
The Dirty Secret: Chinese companies never liked being “covered” by Regional HQs. One more layer means slower decisions, more misunderstandings, and a Regional VP who doesn’t understand the market but still needs to sign off.
The AI Disruption: The logic is now Bifurcation.
Want global influence? Go directly to the source (Europe/US).
Want to survive? Go deep into the domestic market.
That middle layer? It’s an obstacle. One more layer of Regional HQ means slower decisions and more noise.
Ballet and Business: The End of the Transfer Station
This reminds me of an interesting phenomenon in the arts: the flow of ballet and opera talent. China, Japan, and Korea produce world-class artists. But notice where they go:
Directly to the Source: Paris Opera Ballet, Royal Ballet and Opera, the Met, Bolshoi. Because that is where the art form is created and defined.
Stay Local: Deep in the massive markets of Beijing, Shanghai, or Tokyo.
They don’t go to Singapore or Hong Kong to “polish their credentials.” The middle step has been bypassed.
The exact same thing is happening in business. The shortest distance between two points is a straight line.
If you are neither the Source (Creation) nor the Market (Consumption), what are you? You might claim to be the “Standard Setter,” much like Europe tries to regulate technology it didn’t build. But let’s be honest: without the technology, your standards are just paper. Who is going to listen?
The essence of a Regional HQ is a Transfer Station.
Talent transits here but doesn’t root here. Decisions “stop by” here but aren’t born here.
When AI turns “layovers” into “direct flights,” the value of the transfer station collapses.
Singapore and Hong Kong desperately emphasize “East meets West.” But they need to answer an uncomfortable question: In an AI-enabled organization, do East and West still need to “meet” in physical space?
From Decision Center to Compliance Node: The Great Downgrade
Will Regional HQ disappear? No. But it will suffer a dramatic functional downgrade. It will devolve from a Decision Center into a Compliance Node.
Yesterday’s Regional VP: Decided Go-to-Market strategy, allocated headcount, approved budgets.
Tomorrow’s Regional VP: Maintains legal entities, handles tax filings, ensures data localization compliance.
You are no longer part of the “brain.” You are a lymph node in the “immune system.” Your job is no longer Strategy. It’s Compliance. You are no longer a Decision Maker. You are a Risk Mitigator.
The Nuclear Question: Without an LLM, Who Are You?
Now, back to those Hubs frantically hosting AI summits. You can publish white papers, build regulatory sandboxes, and talk about AI ethics. But here is the brutal question: Who is listening?
Will OpenAI in San Francisco change GPT’s training data because of a Singaporean regulation?
Will DeepSeek in Hangzhou adjust its decision logic because of Hong Kong’s sandbox?
This is like a country without nuclear weapons trying to write the nuclear non-proliferation treaty.
And in the world of AI, perception is reality. You can have the best regulatory framework in the world. But if you don’t have a model that people have heard of, you’re not at the table. You’re invisible.
In the age of AI, the power of Accountability and Governance rests in the hands of whoever controls the Large Language Model.
Who defines how the model thinks? The company that trained it.
Who defines how the workflow runs? The company that built the Agent.
If you don’t have your own Foundation Model, you are just a Power User. Your regulations can only govern the users within your borders. But the models they use are defined, trained, and aligned in someone else’s data center.
Those Hubs without LLMs don’t even have the standing to fill the accountability vacuum. Because you are not making the rules. You are being defined by them.
Conclusion
Next time you get into an autonomous taxi, look closely at the “Specialist” sitting in the driver’s seat. He is still there. He appears to be in control. But his hands are hovering in mid-air.
Your company’s Regional HQ is the same:
The lights are on.
The PowerPoints are polished.
The coffee is warm.
But it is already a hollow shell.
This is the third piece in the AI Decision Rights series.
Part 1: The AI Mole: A Business Threat Nobody Is Talking About