AI Adoption and Deployment Varies by Sector
AI Adoption and Deployment Varies by Sector
https://www.pymnts.com/study_posts/financial-services-pulls-ahead-in-the-enterprise-ai-race/
Publish Date: 2026-05-01 04:03:00
Source Domain: www.pymnts.com
Artificial intelligence is rapidly becoming a fixture in large enterprises. It’s being funded, deployed and tested across nearly every function that keeps a business running. On the surface, the AI story looks unified: greater investment, more use cases and growing confidence in what the technology can deliver. Look closer, though, and a different picture emerges.
Organizations aren’t moving along a single path. They’re building entirely different use cases for AI, shaped less by a global strategy than by the discrete pressures they face every day. Some are embedding it deep into core operations. Others are using it to relieve overextended teams. Still others are focused on the customer experience. The result isn’t one AI transformation but several unfolding at once.
These differences illustrate where AI creates value, where it falls short and how quickly it can move from experimentation to genuine impact. They also reveal a more important truth: The biggest obstacles to AI are structural.
These are just some of the insights explored in the latest installment of the PYMNTS Intelligence exclusive series “The Enterprise AI Benchmark Report.” The report draws on a March 2026 survey of 60 verified senior technology executives at U.S. enterprises with at least $1 billion in annual revenue, equally divided across financial services and insurance, healthcare, and media and advertising. The survey tracked adoption across 75 specific AI-supported tasks spanning eight business functions, allowing for mapping not just of whether companies are using AI, but also where and how deeply.
The Adoption Spread
Financial services and insurance firms are going all in on AI.
Every enterprise sector has jumped into AI, but embracing something and scaling it are very different things. Financial services and insurance firms have reached high adoption (i.e., at least half of companies in this sector are actively using AI for a given task) for 27 of the 75 tasks included in…
