I am not a doctor. I came from supply chain. But I have lived both sides of what happens when your health record does not travel with you — and I could not build anything else until I fixed it.
The first question people ask when they hear about MedicalPRO is always some version of the same thing: you spent decades in supply chain and logistics — what are you doing in healthcare?
It is a fair question. I did not study medicine. I did not come from a hospital system or a health tech background. What I came from was twenty-five years of watching how things move — goods, data, decisions — and what happens when they do not move the way they should.
The answer to why I am building in healthcare is not strategic. It is personal. And it starts in 2009.
MY MOTHER
My mother was confined in a hospital in 2009. Her treatment was delayed because there were no proper records. When she was transferred to another hospital, the receiving team had to start from zero — new tests, new diagnosis, no reference point, no history. Nothing from the first hospital traveled with her.
By the time they figured it out, it was too late.
That is not just a waste of money. That is someone’s life. And it happened not because the doctors were incompetent or because the hospitals did not care. It happened because the system was built so that the data stayed with the institution — not with the patient. When she moved, her records did not.
I carried that for years. I did not know what to do with it. I was in logistics and supply chain. Healthcare was not my world. But the problem lodged itself somewhere I could not reach.
THE SCHOOL REGISTRATION LINE
Years later I moved across three countries. One year in Malaysia, five years in Indonesia, and Singapore from 2016. When I enrolled my daughter in school in Singapore, all I had was an old baby book from Siloam Hospital in Indonesia. One of them was missing. I flew back to Indonesia just to find a single piece of paper.
The school required my daughter to get vaccinated again because I could not prove she already had been. I stood in that registration line holding a baby book with missing pages, frustrated in a way that felt familiar. I had felt this before. In a different hospital. In a different country. In 2009.
That day I thought — why doesn’t the patient own their own health data? Why does it disappear every time you cross a border or change a hospital? That is where MedicalPRO was born. Not in a boardroom. In a school registration line in Singapore.
I am not solving this because it is a good business opportunity. I am solving this because I have lived both sides of what happens when healthcare data does not follow you. I know what it costs when it fails. I cannot unknow that.
WHAT I SAW INSIDE THE SYSTEM
I have spent the last several years building multi-SaaS businesses across Southeast Asia — healthcare, retail, supply chain. I have sat inside these systems. I have watched clinic owners manage patients on WhatsApp and spreadsheets. I have seen hospitals make decisions without real data. I did not study this problem from the outside. I have been operating inside it.
The clinics are not failing because the doctors are bad. They are failing because the infrastructure was never built. Paper records, fragmented systems, no continuity between institutions. A patient who visits three clinics in a year has three separate records that have never spoken to each other. The moment they cross a border or transfer hospitals, they start from zero.
This is not a technology problem. It is a philosophy problem. The system was designed around the institution. The patient was never the center of it.
THE SUPPLY CHAIN CONNECTION
People assume supply chain and healthcare have nothing in common. I would argue they are the same problem wearing different clothes.
In supply chain we do capacity planning and optimization — making sure the right resources are in the right place at the right time. Hospitals need the same thing. Bed allocation is a capacity problem. Staff scheduling is a resource optimization problem. Every hospital administrator managing these decisions on gut instinct and spreadsheets is solving a supply chain problem with the wrong tools.
In manufacturing we simulate scenarios before they happen. We build models that let us see around corners — what happens if demand spikes, if a supplier fails, if a shift is short-staffed. We make proactive decisions instead of reactive ones. There is no reason a hospital cannot operate the same way. Patient surge planning, resource forecasting, operational bottleneck identification — these are not new concepts. They are just new to healthcare.
In manufacturing, an operational flaw costs money. A line goes down, a shipment is delayed, a resource is wasted. You fix it and you move on. In healthcare, an operational flaw costs lives. A bed is not ready. A staff member is not where they are needed. A decision is made without the data to support it. The cost of that is not a delayed shipment.
The irregularity or operational flaw in manufacturing costs money. In healthcare it costs lives. The framework is the same. The stakes are not.
That is why someone from supply chain belongs in healthcare. Not despite the background — because of it. I spent twenty-five years learning how to optimize systems under pressure. This is the system that needed it most and got it last.
THE ARCHITECTURE OF MEDICALPRO
MedicalPRO was built on one foundational principle: the patient owns their data.
Not the clinic. Not the hospital. Not the insurance company. The patient carries a consolidated record of their full health history — every visit, every diagnosis, every prescription, every test result — and that record travels with them. Across borders. Across institutions. Across years.
When a patient walks into a clinic using MedicalPRO, their history is already there. The doctor is not starting from zero. The patient is not trying to remember which medication they were on three years ago in another country. The record exists, it is complete, and it belongs to the person it is about.
On the hospital side, MedicalPRO brings the same intelligence layer. Bed allocation, staff optimization, scenario planning — the data analytics that manufacturing has used for decades, now applied to the place where the decisions actually cost lives if they are wrong.
That is what my mother never had. That is what my daughter needed in a school registration line in Singapore. It is a simple idea. It has just never been built for the people who need it most.
WHY THE PHILIPPINES FIRST
People ask why we are starting in the Philippines and not Singapore. The answer is straightforward.
Singapore’s healthcare system is already stable. The problem we are solving does not exist here at the scale we need to prove it. The Philippines has 170,000 licensed doctors. Clinic infrastructure is fragmented, largely paper-based, and growing fast. High volume, real pain, and a clear willingness to pay — we already have paying clients there.
And I know the Philippines. I have the relationships, the distribution network, and the trust that took years to build. You do not build healthcare infrastructure in a market where you are a stranger. You build it where people already open the door when you knock.
We are starting in the Philippines because that is where the problem is loudest and where we can move fastest. Singapore is where we scale from — not where we start.
My mother did not have to die the way she did. I cannot change that. But I can build something that means the next patient who transfers hospitals does not start from zero. That the next mother traveling with her child does not have to fly back to Indonesia for a piece of paper.
That is why I am building MedicalPRO. That is why it will not stop until it is done.
The data should follow the patient.
It always should have.