Paid adoption of artificial intelligence tools among U.S. businesses reached record levels in 2026, with technology, finance and manufacturing firms leading a shift that is now spreading into industries historically slower to embrace new software, according to data from the Ramp AI Index reported by Benzinga.
Technology and media companies remain the heaviest users, with more than 80 percent now paying for AI tools, the highest share the index has recorded. Finance and insurance firms have closed much of that gap, climbing from roughly 60 percent in December 2025 to more than 73 percent in 2026, driven largely by AI's growing role in risk modeling, fraud detection and regulatory compliance work. Major financial institutions have moved to deploy AI systems across their operations as the technology becomes embedded in core business functions.
Manufacturing adoption has nearly doubled since early 2025, reaching a record 60 percent, while retail adoption climbed 20 percentage points over the same period to about 49 percent. Health care, construction, and accommodation and food services are growing more slowly but still show steady increases, according to the report.
Analysts see the shift as evidence that enterprise AI demand is broadening well beyond the software vendors that first built AI products, a trend that could sustain growth for cloud infrastructure and AI hardware providers as adoption spreads across the economy. Server assembly volumes tied to AI hardware demand have also climbed sharply in recent months, underscoring how deeply the technology has moved into physical infrastructure investment alongside software spending.
The data reflects a broader national pattern in which AI has moved from a niche technology function into a mainstream operating cost across sectors that once lagged in digital adoption.
Source: Benzinga - https://www.benzinga.com/markets/tech/26/09/61644239/ai-adoption-spreads-beyond-tech-as-finance-manufacturing-businesses-race-to-catch-up