When AI Comes from the Bottom:
The Paradox Companies Can’t Ignore

Executives hesitate. Employees accelerate. The result: AI adoption out of control.
Discover how to turn this paradox into measurable business value.

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Why this matters?

Employees are already using AI tools on their own - 3x more than executives estimate.
Leadership slows down, worried about compliance, data risk, and costs.
This mismatch creates shadow AI, hidden costs, and governance risks.
Key players in each industry all confirm the trend.

If your company is in this “AI limbo”, you’re already behind.

What You’ll Learn in the Full Report

Why bottom-up AI adoption is reshaping change management.
The risks of shadow AI (data leakage, uncontrolled costs, broken workflows).
The strategic misunderstanding: substitution vs support.
How leaders are responding.
How Agentic AI like KAPTO resolves the paradox.

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The Paradox Companies Can’t Ignore.”
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When AI Comes from the Bottom:The Paradox Companies Can’t Ignore

Why this matters?

What You’ll Learn in the Full Report

Get the complete KAPTO Research article

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When AI Comes from the Bottom:
The Paradox Companies Can’t Ignore