
Research report
CNCF Annual Cloud Native Survey: The Infrastructure of AI’s Future
The CNCF survey tracks where organisations run containers, how widely Kubernetes has made it into production, and what happens when teams add AI workloads. It also examines the engineering and organisational challenges teams encounter as they expand their cloud native estate.

Inside the whitepaper
- Benchmark production Kubernetes use against the survey’s container-using respondents.
- Compare how organisations use cloud native infrastructure for training, inference and conventional workloads.
- Explore the roles of security and observability tools as production environments grow.

