The AI-Driven Enterprise Institute
Independent evidence for enterprise AI adoption.
The AIDE Institute produces independent research on how enterprises adopt AI. Our work includes the AIDE Index, sector rankings, and original analysis built from public evidence.
Explore AI use cases and guides
AI Use Case Catalogue
Explore how enterprise companies use AI.
Browse by sector, company, use case, or capability.
- AI use cases
- 20,389
- Companies
- 734
- Deployed
- 12,720
- Report results
- 6,228
Guides & Explainers
Learn how enterprise AI adoption works.
Plain-language guides on measuring, comparing and benchmarking enterprise AI adoption.
Browse guidesAIDE Index
The AIDE Index
An independent measure of AI adoption across the S&P 500, built entirely from public evidence.
Explore company rankings within sector, sector comparisons, and the methodology behind the Index.
Featured in
AIDE Insights
Latest research and analysis
researchNovember 8, 2026
How S&P 500 Companies Are Really Using AI: November 9, 2026 Update
articleNovember 3, 2026
What outcome-based AI contracts need to measure
Outcome-based AI contracts need clear measures for success. AIDE explains the baseline, data, timing, attribution, and dispute terms to define.
articleNovember 3, 2026
What companies need to measure after AI saves time
Time saved is task evidence. AIDE explains how unit-of-work records connect capacity returned to downstream results and AI ROI.
Work with AIDE
Put AIDE research and data to work for your organization.
AIDE works with organizations applying independent data and research to questions about enterprise AI adoption.
Organizations we have worked with
