Traditional weight loss methods such as calorie counting, rigid diet plans, and infrequent check-ins with human coaches often struggle to maintain long-term user adherence. But recent developments in AI are beginning to change that. Singapore-based Welling AI, an emerging app in the digital health space, is part of a new wave of technology that prioritises accessibility, personalisation, and behavioural sustainability.

Welling AI was co-founded by Philip Man and Irwin Billing. Man is a seasoned entrepreneur with a background in the food industry, SaaS, and operations. Motivated by personal experiences with his family’s health history and his own encounter with a nutrition coach, Man set out to reimagine how people approach weight loss.

The result: an AI-powered assistant that simplifies diet tracking while offering real-time, interactive coaching.

Rather than rely on manual calorie logs, Welling AI users can record meals through voice, text, or photos. The platform uses AI to analyse food choices and provide tailored feedback, replacing tedious tracking with a conversational interface. This shift makes healthy eating more manageable, particularly for time-pressed demographics such as working professionals and parents.

According to Man, the health and wellness industry in 2025 is increasingly focused on long-term outcomes. “We are seeing users at Welling tracking their diet not just to lose a few kilograms before summer, but for healthy ageing and longevity,” he explains.

This mirrors broader trends, including a surge in the use of wearables, biometric tests, and wellness platforms aimed at understanding personal health.

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Welling AI capitalises on this shift by positioning itself not just as a tracker but as a coach. The app checks in with users, offers encouragement, and adapts guidance based on evolving habits. This creates a layer of accountability typically absent in conventional diet apps.

Man adds, “It establishes a connection, just like a trainer would. That relationship is what keeps users going.”

One of the unique advantages of AI-powered health coaching lies in its availability and emotional neutrality. Traditional human coaching often comes with barriers, such as limited availability or the discomfort of admitting dietary missteps. “With AI, people feel less judged,” says Man. “They’re more honest, which is key to real progress.”

Moreover, Welling AI remembers user preferences and dietary history, leveraging data at scale to offer consistent, personalised advice. This capacity to learn and evolve mirrors that of human trainers but without the constraints of time, fatigue, or memory limits.

While many digital wellness tools have emerged globally, Welling AI targets a critical gap: the underrepresentation of Asian dietary habits in Western-centric platforms.

“Obesity rates are rising in Asia, but the existing tools do not reflect how people eat here,” Man notes. Shared meals, complex dishes, and regional ingredients often confound traditional calorie trackers.

Welling AI addresses this through region-specific datasets and culturally aware design, enhancing both accuracy and relevance. This localisation, combined with endorsements from professionals such as nutritionists and dietitians, has fuelled organic user growth across Singapore and Malaysia.

From tracking to intelligent guidance

Looking forward, Man believes the next frontier lies in predictive, proactive AI support. While current tracking tools summarise past behaviours, future systems will focus on anticipating and planning for upcoming challenges.

“Got a business dinner? The assistant will suggest a lighter lunch. It’s about helping people in real life, in real time,” he explains.

As global projections estimate that half the world will be overweight by 2035, tools like Welling AI may become indispensable for public health. By making health tracking less burdensome and more intuitive, AI has the potential to change how individuals—and eventually healthcare systems—approach preventative wellness.

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Image Credit: Welling AI

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