This article first appeared in Digital Edge, The Edge Malaysia Weekly on October 13, 2025 - October 19, 2025

Malaysia’s telemedicine market is set to hit US$6.52 billion by 2030, partly propelled by a rapidly ageing population set to double by 2040, and a medical tourism sector that already attracts over a million travellers yearly. Technological advancements are also accelerating progress — particularly in telehealth, where 88% of local telehealth consultations already generate e-prescriptions.

We might be going digital fast but, on the ground, it is still a patchwork of analogue processes in clinics, high-tech urban pilots and patients bouncing between apps, web portals and phone calls, stuck in a cycle of doom loops.

Healthcare experiences have always been about more than medicine. Empathy, for instance, is what separates a meaningful patient experience from digital indifference.

It’s about trust, nuance and the ability to sense what a patient needs before they say it. As our hospitals and clinics race to digitise and digitalise, hard questions are on the table — can algorithms read the room and can an artificial intelligence (AI) chatbot recognise the moment it should escalate instead of simply automate?

Ambient AI is often positioned as the next leap for virtual healthcare — technology that can sense mood, interpret tone and adapt in real time.

The potential is promising but so are the challenges. In Malaysia, only 3% of clinics have fully digital health records, which means most AI tools will work with limited or incomplete data. You can’t personalise care when the system can’t “see” the full picture.

Most of today’s AI platforms perform well on straightforward, routine requests, such as medication refills, appointment scheduling or answering common questions. However, when patients present uncertainty, discomfort or symptoms that don’t fit the usual script, technology can quickly reach its limits.

The real breakthrough comes from orchestration, the deliberate coordination of data integration and intelligent escalation. Integration means connecting electronic medical records (EMRs), hospital management systems and other data sources so that AI gains the context needed to lend a more “human touch”.

Escalation entails designing for those inevitable moments when AI encounters uncertainty, using sentiment analysis to hand over the case, seamlessly and automatically, to a human expert.

Malaysia is taking steps in the right direction. Earlier this year, the Ministry of Health committed RM18.9 million to digitise 100 public clinics, rolling out cloud-based management systems and pilot EMR projects as part of the MyDIGITAL road map. With continued oversight from the Ministry of Digital, these investments are laying solid groundwork for smarter digital care.

Healthcare organisations and healthtech brands should treat ambient AI as one part of a hybrid healthcare model, not a panacea.

Prioritise EMR adoption and data standardisation, for one. No AI can be emotionally intelligent if it can’t truly “know” the patient. Build escalation pathways into every digital solution from the start, not as an afterthought.

Start sentiment analytics pilots in busy clinics and tie the lessons learned to real outcomes: faster escalations, higher patient satisfaction and better engagement. National digital momentum is on our side. The challenge now is how to harness it to enable the future.

Empathy in digital health is the engine for building trust at scale. Case in point: While the majority of surveyed Malaysians view telepharmacy positively, only 37% have strong confidence in this virtual service.

In today’s increasingly digital economy, trust is now also a business asset you can gain or lose. To earn that trust, empathy must be operationalised within the system. That means tracking where patients hesitate, monitoring where they drop off and measuring how quickly frustration is escalated to someone who can resolve it.

These are tangible indicators of whether digital transformation efforts are driving returns. In fact, some health systems in the US have shown strong links between digital empathy scores and insurance reimbursements or contract renewals. Patient experiences, for example, account for up to a 27% variation in a hospital’s financial performance.

The business case for empathy is even more urgent outside the Klang Valley. When virtual care is designed around the patient experience, it doesn’t just improve access to consultations or prescriptions. It also empowers local providers, clinics and regional health workers to act as frontline partners for triage and early intervention.

With the right digital tools, these professionals can identify when a patient in a remote village needs escalation to specialist care or urgent diagnostics, saving unnecessary travel and alleviating pressure on urban hospitals.

Initiatives like Sihat Xpress help bring virtual healthcare to Malaysian communities previously underserved by traditional models. The risk of digital exclusion remains, however, as the realities of unstable internet, outdated phones and limited digital literacy often undermine the benefits.

If virtual care systems aren’t also built for offline use and local languages, regional patients get left behind. Every seamless digital-to-human handoff is also a win for patient trust in regions where it can be a struggle to make an impact.

So, if technology still needs humans for empathy, which, in turn, is the backbone of patient trust, what’s the point? Can AI-powered digital capabilities really make healthcare feel more human or are we just adding a slicker interface to the same old frustrations?

When digital solutions are designed to listen, respond and escalate with empathy at the moments patients feel anxious, confused or vulnerable, trust is preserved and even multiplied.

This is the value of a customer experience-led (CX) strategy for virtual healthcare. It is not a compromise between digital, AI and human interaction but their synergy at every step of the patient journey.

Trust is built by creating work flows where digital systems can identify cultural and individual nuances, automatically prompt human intervention and deliver continuity of care without forcing patients to repeat themselves. Flexibility comes from platforms designed to integrate new data sources, support multiple channels of communication and adapt escalation paths in real time as patient needs change.

From a business perspective, this approach maximises return on investment. For patients, it offers reassurance that they will not fall through the cracks, even as healthcare becomes more digital.

Telehealth proved its value when it absorbed more than 500,000 patients at a time when hospitals were overwhelmed and workforce shortages were at their peak. That’s not just empathy at scale. It’s proof that when patient expectations, business priorities and modern technologies align, virtual healthcare can keep the industry resilient when it matters most, deliver impact across the entire country and position Malaysia as a leader in digital innovation.

Byron Fernandez is  group chief information officer and executive vice-president of TDCX, a customer experience service provider

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