The 2026 Stanford AI Index reports that 88 percent of organizations now use artificial intelligence in at least one business function, and that generative AI is used in at least one function at 70 percent of organizations. The figures confirm that adoption has become nearly universal across the enterprise.

A wide gap separates adoption from production. Fewer than 10 percent of organizations have fully scaled AI in any single business function, and AI agent deployment remains in the single digits across nearly all functions. The data suggests most companies are still experimenting rather than running AI as core operational infrastructure.

Risk concerns have shifted. Inaccuracy is now the top cited AI risk at 74 percent of respondents, up 14 percentage points in a single year, placing data quality ahead of cybersecurity at 72 percent, regulatory compliance at 63 percent, and privacy at 54 percent. Organizations point to knowledge gaps at 59 percent and regulatory uncertainty at 41 percent as their main barriers to adoption.

National adoption varies and correlates with economic output. Some smaller economies outpace what income would predict, including Singapore at 61 percent and the United Arab Emirates at 54 percent. The report ranks the United States 24th on one adoption measure at 28.3 percent, a reminder that headline usage figures can mask uneven depth of deployment.

Source: Stanford HAI - https://hai.stanford.edu/ai-index/2026-ai-index-report/economy