The most comprehensive study of AI ROI to date. We analyzed 5,124 use cases from 1,245 practitioners in Q4 2025. These use cases were key in identifying trends in the AI space.
4 in 5 AI users report positive ROI with 95% predicting positive ROI in the next 12 months. Only 0.2% believe ROI will decrease.
Orgs that only focus on efficiency gains see overall lower ROI, while those who take a portfolio approach (use cases that provide 2-4 measurable benefits) see a 16% increase.
Only 14% of organizations report using specific tools to solve specific problems. The vast majority rely on popular LLMs for basic time saving.
Superintelligent integrates these use cases into its client analysis, enabling pattern-matched recommendations with specific tools to support each identified opportunity.
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