Measuring the AI-Driven Enterprise
The AIDE Institute is the definitive source for measuring, benchmarking, and accelerating the transition to AI-first organizations worldwide.
Which sectors are the most AI-mature?
AI Maturity by Sector
Clarity in the Age of AI
The AIDE Institute provides the definitive measurement framework for enterprise AI maturity. For executives, board members, and policymakers, making strategic decisions about AI requires objective data — not forecasts or speculation. We cut through the noise to deliver the factual backbone leaders need to shape the future of business.
We Measure What Matters
We systematically track objective signals of AI adoption across companies, countries, and individuals. Our core research, the AIDE Index, provides the factual basis for understanding true transformation.
We Benchmark and Recognize Leaders
We convert raw data into clear benchmarks, like the AIDE50 rankings and awards, to celebrate excellence and identify the true pioneers of the AI-driven enterprise era.
We Inform and Educate
We deliver decision-grade analysis to the boardroom and foster the next generation of AI leadership through world-class education, ensuring leaders are equipped to navigate the future.
The AIDE Index
The World's Most Comprehensive AI Maturity Dataset
The AIDE Index is the world's largest AI maturity dataset, analyzing 518,779 source documents and 271.9M words to measure four pillars — Literacy, Advocacy, Orientation, and Implementation. It uses only objective, publicly observable data with no surveys or self-assessments, providing pure evidence-based measurement of enterprise AI adoption.
Explore the IndexSource documents analyzed
Executives profiled
Words analyzed
AI patent families analyzed
#AIDE50
The fifty most AI-mature enterprises in the S&P 500 — our flagship annual ranking.
Sector Rankings
Industry-level AI maturity leaderboards across all major sectors.
Executive Rankings
The most AI-literate and AI-vocal board members and executives.
Rankings
Who's Leading the AI Revolution?
The AIDE Rankings identify the S&P 500 companies and executives with the highest verified AI maturity scores. From the flagship #AIDE50 to sector-specific leaderboards and executive rankings, every position is determined by objective Index data — not opinion or self-reporting.
View RankingsOur Data
An Outside-In View of AI Maturity
AIDE measures AI maturity using only publicly observable signals — OSINT data from LinkedIn profiles, earnings calls, job postings, patent filings, and corporate communications. This outside-in methodology eliminates survey bias and self-reporting, producing objective, comparable scores across every company we track.
Literacy
Board & executive AI skills
Advocacy
Leadership messaging & sentiment
Orientation
Strategic hiring & partnerships
Implementation
Products, patents & deployment
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"The question for senior leaders isn't whether to invest in AI, it's where and how fast. Research like this, grounded in observable data across rather than self-reported surveys, gives executives a credible starting point for those decisions."
Ned Calder, Managing Director, Strategy and Innovation, Innosight
Services
Data-Driven Intelligence, Delivered
AIDE Institute offers enterprise AI maturity assessments and commissioned research powered by the world's largest proprietary AI adoption dataset. We turn objective data into actionable strategy for boards and leadership teams.
Solutions
Built for Every Stakeholder
AIDE Institute delivers tailored AI intelligence solutions for consulting firms, governments, and individual enterprises. Each solution is built on our proprietary AIDE Index data to address specific strategic needs.
Put verified AI impact on your agenda
Join S&P 500 leaders who rely on AIDE insights to navigate AI transformation and shape the future of their organizations.