I have spent more than 25 years inside the American graduate medical education system. I have started residency programmes from scratch, served as a Designated Institutional Official for two accredited GME institutions, chaired a national Graduate Medical Education Committee, and participated in Joint Commission accreditation visits.
I have also watched India's medical education system closely — and then, in building EdMedAI, from very close up. The differences are instructive. Not because India should copy America — it should not — but because the American system has solved several problems India is still grappling with.
Outcomes Over Time — The Core Design Principle
The fundamental design principle of American graduate medical education is outcomes over time. A resident does not progress because a year has passed. They progress because they have demonstrated — through structured observation, simulation, direct assessment, and a portfolio of evidence — that they are competent to take on greater clinical responsibility.
This is enforced by the ACGME milestone framework: a detailed, specialty-specific set of observable behaviours that programme directors use to assess each resident's progression every six months. The result is a system where a programme director can, at any moment, give an accurate account of where every resident stands on their developmental trajectory. This is what NMC's CBME framework aspires to. This is what EdMedAI is built to enable.
The Role of Direct Observation
In American residency programmes, direct observation of clinical performance is mandatory and structured. Faculty do not merely teach — they observe, assess, and document. What makes it work is not just that it happens, but that there is a shared framework for what to observe and how to record it.
This is DOAP elevated to a systematic science. And it is exactly what is missing in most Indian MBBS programmes today: not the intention to observe, but the structure, the tools, and the time to do it properly at scale.
What India Has That America Does Not
India has things America does not. The sheer scale of clinical exposure — patient volumes, disease diversity, breadth of presentations — is something American residents genuinely envy. India also has the NMC CBME framework — a genuinely well-designed curriculum that, when implemented properly, is among the most comprehensive in the world.
The gap is not in what India has designed. The gap is in implementation infrastructure — the tools, the systems, the digital platforms that make structured CBME delivery possible at scale.
"Structure is not bureaucracy. It is the mechanism by which good intentions become consistent outcomes."
— Dr. Chandra Sekhar Bondugula, Founder & CEO, EdMedAIThe Single Biggest Lesson
The American system produces good doctors reliably — not because American faculty are more talented than Indian faculty, and not because American students are more capable. It produces good doctors reliably because the system is built to produce them consistently, regardless of individual variation in faculty time, institutional resources, or student starting points.
That is the aspiration EdMedAI was built to serve — giving Indian medical colleges the structural infrastructure that makes consistent, high-quality CBME delivery possible at the scale of 816 colleges and hundreds of thousands of students.