By Jonathan von Rueden
Publication Date: 2026-01-09 09:15:00
AI is rapidly evolving from a set of powerful tools to a core part of competitive businesses. Specialized models, AI agents, and an AI-native architecture will ensure that AI continues to be embedded into the core of enterprise operations, with potentially big benefits.
To manage the evolution of AI, companies must understand that it is no longer just a question of “What can AI do?” but rather “How do we prepare our organization for success with AI? How do we build on it? Which problems do I solve with which models? How do we control them?”
Looking at five critical themes that will define enterprise AI in 2026, these represent both opportunities and challenges for companies. Let’s dive in.
1. New categories of AI foundation models unlock business value
Advances in generative AI result from…
