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Read more about the article Why Independent Practices May Reach AI-Native First

Why Independent Practices May Reach AI-Native First

  • Post author:Farid Fadaie
  • Post published:August 17, 2026
  • Post category:AI/Healthcare
  • Post comments:0 Comments

Conventional wisdom says big health systems will lead on AI. On the Maturity Model, the opposite is likely: when the bottleneck is deployment, not capability, the independent practice's small size is its advantage.

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Read more about the article Who Owns the Operating Layer?

Who Owns the Operating Layer?

  • Post author:Farid Fadaie
  • Post published:August 4, 2026
  • Post category:AI/Healthcare
  • Post comments:0 Comments

Healthcare organizations plateau because no one owns the operating layer — the patient's journey across channels as one system. The durable question isn't who to hire; it's who owns AI transformation.

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Read more about the article Humans Decide. AI Operates.

Humans Decide. AI Operates.

  • Post author:Farid Fadaie
  • Post published:July 20, 2026
  • Post category:AI/Healthcare
  • Post comments:0 Comments

As AI takes over the operational work, the question isn't what's left for people — it's which decisions must stay human. Execution scales; judgment doesn't.

Continue ReadingHumans Decide. AI Operates.
Read more about the article The Healthcare AI Maturity Model

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.

Continue ReadingThe Healthcare AI Maturity Model
Read more about the article Why Healthcare Needs an AI Architecture (Not More AI Tools)

Why Healthcare Needs an AI Architecture (Not More AI Tools)

  • Post author:Farid Fadaie
  • Post published:July 13, 2026
  • Post category:AI/Healthcare

Healthcare doesn't need more AI tools — it needs an AI architecture: operations first, humans on the decisions, orchestration over automation, and production over demos.

Continue ReadingWhy Healthcare Needs an AI Architecture (Not More AI Tools)
Farid Fadaie

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.

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  • Why DSOs Mistake Scale for Maturity
  • Why Independent Practices May Reach AI-Native First
  • Capability Doesn’t Matter If You Can’t Deploy It
  • Who Owns the Operating Layer?
  • Why Organizations Plateau at AI-Assisted

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