Scaling the Impact of AI

September 08, 2020 | Research Report

Many organizations understand the value of AI and have begun adopting it; far fewer have successfully scaled their AI initiatives in terms of both widely spreading individual use cases across an organization and increasing the number of AI use cases deployed. In this report, we develop a framework for evaluating the difficulty of scaling an AI use case and analyze the tools that can help improve the efficiency of developing and deploying AI projects.


  • Chemicals
  • CPG
  • Government & Non-Profit
  • Industrials
  • Oil and Gas
  • Utilities

Table of Contents

  • Title page
  • Executive Summary
  • The importance of scaling AI
  • The AI scalability framework
  • Analyzing the tools for scaling AI
  • Recommendations and outlook
  • Appendix

Lead Analyst



Katrina Westerhof

About Lux Research

Lux Research is a leading provider of tech-enabled research and advisory solutions, helping clients drive growth through technology innovation. A pioneer in the research industry, Lux uniquely combines technical expertise and business insights with a proprietary intelligence platform, using advanced analytics and data science to surface true leading indicators. With quality data derived from primary research, fact-based analysis, and opinions that challenge traditional thinking, Lux clients are empowered to make more informed decisions today to ensure future success.

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