How Oracle drives value with unified analytics and data platform adoption

In 2026, organizations ask analytics to change outcomes, not describe them, leaning on predictive models and AI agents to augment traditional reporting. Those workloads depend on governed data that sits close to the applications and infrastructure generating it. As a result, analytics increasingly delivers value as a part of business applications, and data platforms where data and users already live, rather than as standalone solutions. To investigate this shift, Nucleus interviewed Oracle customers to assess the value organizations realize when they run analytics and the data platform as one solution. Nucleus found that Oracle AI Data Platform and Fusion Data Intelligence deployments save users significant time and cut support tickets by 50 percent over standalone tools. Additionally, customers that consolidated analytics and data platform solutions cut data refresh times by 87.5 percent.