Using Containers To Bring Software Engineering Rigor To AI Workloads
Red Hat, Tuesday, March 31st, 2026
As AI workloads move from experimental prototypes into production environments, enterprises face a familiar challenge-how do you protect, manage, and govern these new components with the same rigor you apply to traditional software applications?
A key piece of the puzzle lies in something your organization likely already uses extensively-containers, specifically Open Container Initiative (OCI) containers.
What is the Open Container Initiative?
The Open Container Initiative defines open specifications for image formats, container runtimes, and distribution, helping organizations avoid vendor lock-in. OCI containers are an industry-standard format for packaging software applications, so they are able to run consistently across different environments, container engines (like Docker or Podman), and cloud platforms.