Tag: Model Management

The Definitive Guide to Model Registries: Architecting for Governance, Reproducibility, and Scale in MLOps

Posted on by uplatzblog

The Strategic Imperative: Why Model Registries are the Cornerstone of Modern MLOps In the landscape of Machine Learning Operations (MLOps), the model registry has emerged as a foundational component, evolving Read More …

The Post-LLMOps Era: From Static Fine-Tuning to Dynamic, Self-Healing AI Systems

Posted on by uplatzblog

Executive Summary The rapid proliferation of Large Language Models (LLMs) has catalyzed the emergence of a specialized operational discipline: Large Language Model Operations (LLMOps). While essential for managing the current Read More …