Why I Left a Familiar Career to Build in HealthTech

For more than a decade, my professional life was built around banking, MSME lending, financial analysis and operations. It was a world I understood. It gave me stability, experience and a clear professional identity.

Leaving it was neither easy nor sudden. The change began when I started looking closely at a problem much bigger than one family, one clinic or one country: the growing gap in neurodevelopmental care.

A global problem that becomes deeply personal

UNICEF estimates that nearly 240 million children worldwide—about one in every ten—live with some form of disability. This is broader than neurodevelopmental conditions alone, but it shows the scale of children and families who may need more inclusive health, education and social support.

The World Health Organization estimates that about one in 127 people worldwide is autistic. It also notes that characteristics may appear in early childhood while identification often happens much later.

Behind every statistic is a child trying to communicate, learn, regulate emotions or participate in everyday life. Behind that child is usually a family trying to understand what to do next.

The real burden does not appear in a report

The cost of neurodevelopmental care cannot be measured only through consultation or therapy fees. Families may travel repeatedly for assessments, therapy and specialist appointments. Parents take time away from work. Children miss school. Travel itself can be exhausting when unfamiliar places, crowds or long waiting periods are difficult for a child.

Records are often scattered across paper files, messages and different clinics. Every new professional may need the history explained again. After an appointment, parents return home with recommendations—but not always with enough support to apply them in everyday situations.

When a behavioural challenge occurs at night, a communication difficulty appears at school or a routine suddenly stops working, a family cannot always wait for the next scheduled appointment. The burden is financial, but it is also physical, emotional and social.

There are not enough services where families live

The issue is not simply that the world needs more professionals. It also matters where those professionals are located and whether families can reach them.

WHO reports that many low- and middle-income settings have fewer than ten skilled rehabilitation practitioners for every one million people. It identifies limited services outside urban areas, long waiting times and high out-of-pocket expenses among the reasons rehabilitation needs remain unmet.

Training more clinicians, therapists and special educators is essential. But that workforce takes time to build, and families need better support today. We cannot solve the problem only by asking every family to travel farther, wait longer and spend more.

We understand this at ground level

For me, this is not a problem discovered through a market report. As a mother of an autistic daughter, I understand what it means to keep searching for clarity.

I understand the effort involved in attending assessments, coordinating appointments, maintaining records and trying to connect different professional opinions. I also understand the questions that remain after returning home: What should we focus on first? How do we practise this skill correctly? How can we recognise meaningful progress? What should we record before the next appointment?

Families do not need another complicated platform that gives them more information to manage. They need something that makes the journey clearer.

Why today’s care model feels incomplete

Most neurodevelopmental support is organised around appointments. But a child’s development does not happen only during an appointment. It happens at home, in school, during play, while eating, when routines change and through hundreds of small interactions every day.

A professional may meet a child for a limited period. Parents and caregivers observe the child across different situations and over much longer periods. Both perspectives matter, yet they are rarely brought together in a structured and continuous way.

An assessment may produce a report. A therapist may create goals. A parent may maintain personal notes. A teacher may observe something important at school. When these pieces remain disconnected, families face repeated assessments, inconsistent goals and delayed decisions.

Technology should connect care—not replace it

This is why I became interested in building in HealthTech. I do not believe an application should diagnose a child or replace a qualified professional. I believe technology can help parents participate more confidently and help professionals see a more complete picture.

A thoughtfully designed platform could guide suitable observations at home, organise reports and goals, show change across important developmental areas, help families prepare for professional conversations and give clinicians better context about what happens between appointments.

Technology cannot manufacture more specialists overnight. But it can help each trained professional support families more continuously and use limited clinical time more effectively.

AI brings opportunity—and serious responsibility

AI can help organise information and identify patterns across assessments, observations and progress records. It may help surface questions that deserve attention and make appropriate guidance easier to understand.

But healthcare AI must have clear boundaries. It should not create false certainty, present a suggestion as a diagnosis or continue alone when a concern requires professional or urgent intervention. Important recommendations need appropriate evidence, explainability and clinical oversight.

The strongest healthcare AI will not be the system that speaks most confidently. It will be the system that knows when to assist, when to explain and when to involve a human professional.

What my earlier career taught me

Moving into HealthTech did not mean abandoning what I had learned before. Banking taught me that trust is built through consistent actions and responsible handling of sensitive information. MSME lending taught me that a solution must work economically, not only look attractive in a presentation.

Operations taught me that a good idea fails when the experience around it is fragmented. Leadership taught me to remain calm when information is incomplete and to take responsibility for difficult decisions.

Families are trusting us with deeply personal information and important decisions. That trust has to be earned.

Why I made the change

I did not leave my previous career because it lacked value. I left because I felt its lessons could be applied to a problem with a different kind of urgency.

Neurodevelopmental care is not a small or isolated market opportunity. It is a global social challenge affecting children, adults, families, schools, professionals and communities. The present system asks too much from families: too much travel, too much coordination, too much waiting and too much uncertainty.

This is what we are working towards at ZenQuip: a more connected, responsible and accessible care ecosystem that strengthens professionals while empowering families between appointments.

The journey is still evolving. We are listening, validating and learning. But one belief has become very clear to me: a family should not have to navigate the most important journey of their child’s life alone.