---
title: Which Roles Will AI Replace—and Which Will It Empower? | New Article
description: "Explore the U-Curve of Value: A roadmap by o2Oh’s Shin Nakamura for AI reskilling and higher ROI."
---

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# [Which Roles Will AI Replace—and Which Will It Empower? | New Article](https://www.o2oh.com/newsandupdates/which-roles-will-ai-replace-and-which-will-it-empower-new-article)

 Written by [one to ONE Holdings](https://www.o2oh.com/newsandupdates/author/one-to-one-holdings) | 2025/12/17

December 18, 2025 – We are pleased to announce the release of a new strategic framework for navigating the AI labor transition: the "U-Curve of Value." Featuring key insights from Shinichiro (Shin) Nakamura, President of one to ONE Holdings (o2Oh), this model provides a practical roadmap for leaders to identify which roles AI will replace—and which it will empower. As organizations face an "AI tsunami," these insights offer a clear path to maximizing ROI through strategic [reskilling](https://www.o2oh.com/glossary/reskilling) and human-AI synergy.

## Key Insights

Originally published in Employee Benefit News (EBN) under the title *"*[How strategic reskilling can help employees keep pace with AI](https://www.benefitnews.com/opinion/how-strategic-reskilling-can-help-employees-keep-pace-with-ai)*,"* the article outlines the following Key Insights:

- **Move Beyond the "Middle":** AI is most disruptive to repetitive, analysis-heavy tasks. Value is now concentrated at the curve’s peaks: Strategic Leadership and Complex Human Dexterity.
- **Prioritize AI Aptitude:** With 66% of leaders valuing AI proficiency over experience alone, the goal of reskilling is to foster seamless human-machine synergy.
- **Focus on High-ROI Skills:** Success depends on Data Literacy (acting on insights) and Critical Thinking—human strengths that machines cannot replicate.

**The Path Forward**

Thriving in the age of AI demands a fundamental shift in how we define professional value. By automating the "obsolete" middle, organizations can empower their workforce to focus on innovation and long-term growth.

Read the full article "[How strategic reskilling can help employees keep pace with AI](https://www.benefitnews.com/opinion/how-strategic-reskilling-can-help-employees-keep-pace-with-ai)**"

[About us](https://www.o2oh.com/company). 

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