Uttam Varma

Writing

Articles & notes

Long-form articles and short-form notes on AI in regulated products, compliance frameworks, and building software that ships under constraints.

Article

Shipping AI for Medical Devices: A PM's Operating Model

How to deliver AI-powered features in regulated medical device software without breaking compliance.

#AI#Medical Devices#Compliance#Product Management
Note

On audit trails and user trust

A quick observation about how transparent audit trails actually increase user confidence in AI-assisted features.

#Audit#UX