How does Naïve Bayes integrate with probabilistic inference pipelines in production systems?

Naïve Bayes integrates into production pipelines as a fast probabilistic scoring component.

In production systems, NB is often embedded in feature pipelines for real-time scoring due to its low latency. It consumes precomputed features and outputs posterior probabilities. It is frequently used as a baseline or fallback model in ensemble systems due to its stability and interpretability.