Case Study: Savana enhances clinical NLP workflows with ClearML

Savana speeds cNLP quality checks and production workflows with ClearML

Savana, a company specializing in clinical Natural Language Processing (cNLP), needed to enhance its model development and ensure production-quality standards for its high-performance applications. To address this challenge and streamline its MLOps processes, Savana implemented ClearML, utilizing its powerful platform and ClearML Pipelines.

By leveraging ClearML's modular pipelines, intuitive UI, and flexible Jupyter sessions, Savana created a scalable and configurable system for running production-like quality checks. This solution provided transparent logging for compliance and empowered data scientists with self-service capabilities. The results for Savana included optimized cNLP workflows, faster experimentation cycles, more reliable models, and a smoother path to production.

Savana