The September 2026 AI Sentiment Index looks at how industries are assessing the growing role of artificial intelligence in business. It measures sentiment across Adoption, Disruption, Use Cases, and Spend, while highlighting changes in industry confidence and priorities. The report also explores where businesses are finding practical value in AI and how they are balancing opportunities with investment and implementation needs.
The report includes:
A review of the AI Sentiment Index for September 2026
An overview of market sentiment across four areas - Adoption, Disruption, Spend and Use Case
Analysis of the AI Adoption Sentiment Index covering the extent to which industries are using AI in operations, planning and business activities
Review of the AI Disruption Sentiment Index focusing on expected changes in business models, competition and industry practices
Examination of the AI Use Case Sentiment Index covering the development and use of practical AI applications
Assessment of the AI Spend Sentiment Index covering spending on AI technologies, infrastructure, talent and related capabilities
Table of Contents
Chapter 1 AI Sentiment Index: Introduction
Introduction
How Is It Calculated?
Analysis
Four Categories of Sentiment
Adoption
Disruption
Spend
Use Cases
Cross-Industry Insights
Chemicals and Energy
Technology and Consumer Electronics
Life Sciences and Healthcare
Advanced Manufacturing
Chapter 2 AI Adoption: Sentiment Analysis
Introduction
Comparative Analysis
Sentiment Analysis by Industry
Overview
Chemicals and Energy
Technology and Consumer Electronics
Life Sciences and Healthcare
Advanced Manufacturing
Chapter 3 AI Disruption: Sentiment Analysis
Introduction
Comparative Analysis
Sentiment Analysis by Industry
Overview
Chemicals and Energy
Technology and Consumer Electronics
Life Sciences and Healthcare
Advanced Manufacturing
Chapter 4 AI Use Cases: Sentiment Analysis
Introduction
Comparative Analysis
Sentiment Analysis by Industry
Overview
Chemicals and Energy
Technology and Consumer Electronics
Life Sciences and Healthcare
Advanced Manufacturing
Chapter 5 AI Spend: Sentiment Analysis
Introduction
Comparative Analysis
Sentiment Analysis by Industry
Overview
Chemicals and Energy
Technology and Consumer Electronics
Life Sciences and Healthcare
Advanced Manufacturing
List of Tables
Table 1: AI Sentiment Scores: September 2026 Table 2: AI Adoption Sentiment Scores, by Industry, September 2026 Table 3: AI Disruption Sentiment Scores, by Industry, September 2026 Table 4: AI Use Cases Sentiment Scores, by Industry, September 2026 Table 5: AI Spend Sentiment Scores, by Industry, September 2026
List of Figures
Figure 1: AI Sentiment Scores: September 2026 Figure 2: AI Adoption Sentiment Scores, by Industry, September 2026 Figure 3: AI Disruption Sentiment Scores, by Industry, September 2026 Figure 4: AI Use Cases Sentiment Scores, by Industry, September 2026 Figure 5: AI Spend Sentiment Scores, by Industry, September 2026
Executive Summary
The AI Sentiment Index Analysis - September Edition examines how industries are progressing in their adoption and application of artificial intelligence (AI) by analyzing sentiment across four core dimensions - adoption, disruption, use case and spend. The report assesses changing AI priorities, investment patterns and implementation trends, highlighting how organizations are moving toward more practical, scalable and value-driven AI strategies across global industries.
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