AWS: Beyond the technology: Workforce changes for AI

Nov 26, 2025

An excerpt from the AWS blog post by Taimur Rashid highlighting Jonathan Brill’s whitepaper The AI-First Enterprise: The New Rules of Jobs and Organizational Design.

Workplaces are increasingly integrating AI tools into daily operations, with AI assistants supporting teams, predictive analytics informing strategies, and automation streamlining workflows. AI has moved from experimental technology to standard business practice, changing how work gets done. Organizations need to understand what AI can do and how it affects their workforce to implement it successfully.

Organizations planning to integrate AI should consider these insights from the AWS sponsored whitepaper by Jonathan Brill: The AI-First Enterprise: The New Rules of Jobs and Organizational Design. This research covers the people and process changes that need to happen alongside technical implementation. Getting AI right means investing in both the technology and preparing your workforce.

In this post we explore three ways for integrating AI into your organization:

  1. Address organizational debt before it compounds
  2. Embrace the distributed “octopus organization” model
  3. Prepare for management layer changes

Adding AI to your workplace means more than just buying new technology; it changes how your entire organization works. Organizations need to think ahead, manage change effectively, and continue learning as AI evolves. 

Click here to read more on the AWS blog

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