Research

Research, Frameworks & Statistics on AI & Data

Original research, frameworks, and curated statistics from Apex Data Cloud on AI adoption, data maturity, and the ROI of machine learning and analytics.

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Summary

Original frameworks and curated statistics on AI adoption, data maturity, and ROI — built to be cited and acted on.

Frameworks and data points we use in our work — and that you’re welcome to cite.

Statistics

AI Adoption Statistics (Curated)

A maintained reference of credible statistics on enterprise AI adoption, ROI, and barriers.

Framework

The Apex Data Maturity Framework

Our five-stage model for benchmarking and advancing an organization's data capability.

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