AI in the clinic
The 2-hour tax: how ambient AI scribing gives doctors their evenings back
Physicians spend nearly two hours on paperwork for every hour with patients. What ambient documentation does to that ratio.
7 min read
In much of the world, the first, and often only, computer a person owns is a phone. Software that treats mobile as an afterthought is building for a user who no longer exists.
Where the users are
Gartner's mobile-first guidance and connectivity data from bodies such as the GSMA show mobile as the dominant computing surface, especially across emerging markets that never went through a desktop era. For patients, the phone is the front door to care.
Mobile as a first-class client
That means native apps for doctor, patient, and secretary, not a shrunken desktop site. A doctor checks a result between rooms; a patient books and pays from the bus. The record, the calendar, and the chat all have to work in a hand.
The evidence
GSMA connectivity data establishes mobile as the primary computing surface, with 4.7 billion mobile internet users at the end of 2024 and smartphone adoption at 82%, led by markets that never had a desktop era. Source: GSMA, “The Mobile Economy 2025”.
Designing for the desktop first is designing for the minority. The phone is where most of medicine's users already live.