AI 'Anywhere' Means Nothing Until It Works in Regulated Industries

DavidLinthicum · x · 2026-08-06

The author argues that while the vision of "AI Anywhere" sounds appealing and addresses the enterprise need to avoid vendor lock-in, deploying AI in regulated industries remains a massive challenge.

The article points out that polished tech demos work perfectly because the environment is carefully designed (data, security, and cloud are pre-set). However, when AI platforms meet enterprise reality, the truth comes to light. Proving AI can run anywhere requires overcoming complex, real-world obstacles like enterprise compliance, data silos, and security audits, far exceeding what a simple demo can show.

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