Hyperadaptive Intelligence (AI Transformation Strategies)

Hyperadaptive Intelligence (AI Transformation Strategies)

The Infrastructure Gap: Why Your AI Isn’t Scaling

(And a few thoughts on what to do about it)

Melissa Reeve's avatar
Melissa Reeve
Jan 06, 2026
∙ Paid

Remember When We Rolled Out PCs?

Remember the early 1990s? When the Personal Computer revolution hit the enterprise, we didn’t just drop a beige box on every desk, pat the employee on the shoulder, and wish them “good luck.”

We built an entire world to support that shift. We built IT departments. We hired Help Desk technicians. We trained installers and …

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