LangOps, short for Language Operations, is the practice of managing and optimizing how language models are deployed and used across an enterprise. It covers performance tuning, governance, training data management, model versioning, and ongoing evaluation — applying DevOps principles to the lifecycle of language models.
As organizations run multiple models across multiple applications, LangOps provides the operational discipline to keep them performing reliably. Without it, model behavior drifts, quality degrades silently, and no one has a clear picture of what is running where or how well it is performing.
