AI maturity model - Farid Fadaie

The Healthcare AI Maturity Model

Post author:Farid Fadaie
Post published:July 16, 2026
Post category:AI Healthcare
Post comments:0 Comments

After Operations-First AI comes the obvious question: how does an organization actually become AI-native? The Healthcare AI Maturity Model — Analog, Digital, AI-Assisted, AI-Native — is the map.

Hi, I’m Farid Fadaie, cofounder and CEO of Viva AI. I live in the San Francisco Bay Area and build products at the intersection of AI, dental operations, and healthcare.

My path started in engineering and moved into product leadership, company building, and operating dental businesses firsthand. Before Viva AI, I helped build privacy and peer-to-peer products at BitTorrent, led engineering and product teams at scale, and founded or helped grow companies in dental technology, including 2Dental and Soothing Dental.

This site is where I write about AI, dentistry, product, engineering, privacy, and the practical lessons that come from building software for real operations.