Generative AI for Enterprises in 2026: Trends, Tools, and Risks - Glorium Technologies

Executive Summary

2025 was a roller-coaster year for artificial intelligence. Model races, everyday releases, disappointing generative AI pilots’ success statistics, talks about artificial general intelligence (AGI), and even superintelligence (ASI) – all of these raised questions about the abilities and limits of AI that businesses wanted the answers to. According to the 2025 survey report by Cloudera, 96% of enterprise IT leaders stated that AI is at least somehow integrated into their processes, with generative AI being the primary model in 60% of cases. Such a level of AI adoption leaves no doubt that companies want to implement AI. But many of them are still lost in the opportunities it can provide. In this article, we’d like to provide an overview of what generative AI has to offer for enterprises in 2026 and which of the trends you can confidently follow. So, if you want to learn whether agentic AI is as powerful as they say, what new AI regulations we can expect, and how government investment in sovereign models may affect multinational enterprises, just keep reading.