Archive - Viktoria Kushpelev

AI Wellness Apps in the U.S.: Why a Disclaimer Is Not a AI Governance Layer

What the March 2026 NIST signal adds to the FDA wellness boundary for AI weight-loss and health coaching apps

Mar 20 • Viktoria Kushpelev

February 2026

Healthcare AI Agent Readiness Taxonomy: The Compliance Blueprint for Enterprise Procurement

A deployment classification system for AI teams building or deploying healthcare AI agents — with the evidence pack enterprise procurement actually…

Feb 23 • Viktoria Kushpelev

Is OpenAI Frontier Healthcare-Ready? 3 Critical Governance Gaps That Actually Matter

Platform compliance ≠ agent compliance. Here's what that means for healthcare deployment.

Feb 20 • Viktoria Kushpelev

Start Here: Operational AI Governance for Healthcare AI

Building the governance systems that make healthcare AI more deployable, auditable, and buyer-ready

Feb 20 • Viktoria Kushpelev

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