The healthcare industry has been undergoing a quiet but consequential transformation over the past decade, with digital tools steadily redefining how care is accessed and delivered. While electronic health records and patient portals laid the groundwork, real-time video technology has emerged as one of the most impactful shifts, particularly in how elderly and chronic-care patients engage with clinicians. What was once considered a convenience has now become a structural component of modern care delivery, helping health systems manage scale, continuity, and safety amid growing patient demand and workforce constraints.
The COVID-19 pandemic emphasized the necessity of this transformation, as in-person appointments were suddenly restricted and health care system had to change their way of working very fast. Virtual care became a standard practice instead of a side one, and it not only kept treatment going but also changed the patients’ expectations about availability. Video care for the old and chronic patients lessened the physical suffering, risk of infection, and barriers to moving around, while giving doctors the opportunity to assess, supervise, and call back without losing the quality of care.
Reportedly it was within this rapidly evolving landscape that Deepanjan Mukherjee, a technology leader with a background in information systems management, found himself tasked with turning an emerging capability into a scalable, reliable care platform. Over the past five years, Mukherjee progressed from an engineering manager role into a director-level leadership position, overseeing the launch and expansion of a real time virtual appointment solution at a moment when timelines were compressed and stakes were unusually high.
“When the pandemic hit, the question wasn’t whether virtual care would be used, it was whether it could be delivered safely, securely, and at scale,” Mukherjee noted. “Video conferencing itself wasn’t new, but applying it to clinical care introduced an entirely different set of responsibilities.”
At the time, the virtual care product existed only in a limited beta phase. Mukherjee was brought in to build the engineering capability required to move it into general availability within months. This involved rapidly hiring and onboarding developers, aligning engineering priorities with product, user experience, analytics, platform, and clinical stakeholders, and navigating a steep learning curve in healthcare compliance and patient safety standards. Within five months, the platform was fully launched.
Today, the application supports approximately 550,000 virtual appointments per month, serving thousands of healthcare providers across multiple care categories. Beyond sheer volume, the system became an operational backbone for elderly and chronic-care patients who required regular follow-ups but faced heightened risks from in-person visits.
“For older patients and those managing chronic illnesses, consistency of care matters as much as access,” Mukherjee said. “Virtual appointments allowed clinicians to maintain that continuity while also deciding when an in-person visit was truly necessary.”
Interestingly Mukherjee’s work extended beyond video visits themselves. He also led efforts to improve the digital self-check in experience, enabling patients to complete health histories and required forms online prior to appointments. This reduced administrative burden during visits and helped clinicians focus more time on patient interaction rather than documentation.
Industry observers note that such integrations, where virtual care connects seamlessly with intake, documentation, and follow-up workflows are increasingly critical as healthcare systems scale digital services. The success of remote care, particularly for vulnerable populations, depends not just on video quality but on how well technology fits into broader clinical operations.
Looking ahead, Mukherjee sees virtual care continuing to evolve beyond basic video interactions. “We’re moving toward environments where AI-assisted visit notes, secure document sharing, and intelligent chat support become part of the appointment experience,” he said. “These tools can reduce clinician workload while improving clarity and engagement for patients.”
He also points to the expanding use of virtual care in areas such as mental health and physical wellness, where ongoing engagement often matters more than physical examination. “What started as a necessity during a crisis has proven to be a sustainable model for many forms of care,” he added.
As healthcare systems grapple with aging populations, chronic disease prevalence, and clinician shortages, real-time video technology is no longer a temporary solution, it is becoming foundational infrastructure. The experience of leaders like Deepanjan Mukherjee underscores a broader industry lesson, that meaningful digital transformation in healthcare is less about adopting new tools and more about executing them responsibly, at speed, and with patient safety at the centre
In that sense, the future of remote care will not be defined by novelty, but by how effectively technology enables trust, access, and continuity for those who need it most.