Author: Max Murakami, Red Hat
Max Murakami is AI Platform Specialist Solution Architect at Red Hat.
February 3, 2026
With the end of the experimental phase, questions that determine the success of entire strategies are taking center stage: How can AI be operated reliably, how can it remain affordable - and how can companies prevent new dependencies?


