Red Hat says AI's next challenge is building the infrastructure to run it

Red Hat's latest AI push focuses on moving enterprises from experimentation to production, while its executives say infrastructure readiness, cost, model choice, sovereignty, and agentic governance remain unresolved. India's enterprise AI conversation is moving beyond the question of which model to use. As organisations shift from artificial intelligence (AI) pilots to production deployments, the more difficult questions are emerging around the infrastructure beneath those systems.