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Domino named a leader in 2025 Dresner AI report

Highest overall scores in AI, data science, and machine learning ratings for three years running

Download the Dresner study

For organizations navigating AI adoption, the Wisdom of Crowds® market study from Dresner Advisory Services provides a comprehensive view of how enterprises are advancing AI, data science, and machine learning. Drawing from broad industry data and validated vendor ratings, this excerpt from the study offers a unique perspective on both the pace of adoption and the technologies shaping outcomes. It highlights key market realities, including AI’s shift from an experimental to a strategic business enabler across industries.

Read this excerpt to learn key findings including:

Most organizations classify AI maturity as “emerging,” with adoption fragmented by size.

Most organizations classify AI maturity as “emerging,” with adoption fragmented by size.

Generative AI is in production at 15% of organizations and agentic AI at just 7%, but experimentation is widespread.

Generative AI is in production at 15% of organizations and agentic AI at just 7%, but experimentation is widespread.

Business drivers focus on operational excellence, data-driven decision-making, and customer service.

Business drivers focus on operational excellence, data-driven decision-making, and customer service.

AI governance maturity is inconsistent, ranging from centralized controls to ad hoc oversight.

AI governance maturity is inconsistent, ranging from centralized controls to ad hoc oversight.

Most-important features include outlier detection and model explainability.

Most-important features include outlier detection and model explainability.