How does R support MLOps pipelines in production environments?

R supports MLOps through reproducible pipelines, model versioning, CI/CD, and deployment frameworks.

MLOps in R combines packages like targets, renv, and plumber with external CI/CD systems. Pipelines ensure reproducibility, model artifacts are versioned, and deployment is automated via containerization. Monitoring systems track drift and performance degradation in production.