Union.ai is an AI operation tool designed specifically to bring harmony to engineering, operations, and data science teams. It provides a platform for efficient creation of AI products, striving to lower costs and accelerate time-to-market.

Its key features involve model training, fine-tuning, data processing, and inference. Union.ai also supports various fields such as artificial general intelligence, Lifelong Language Models (LLMs), bioinformatics, and synthetic biology.

An essential feature of Union.ai is the built-in MLOps (Machine Learning Operations) functionalities, realized through Union Serverless. It provides a Python-driven experience where developers and data scientists can efficiently manage and execute complex workflows using familiar Python libraries and constructs.

The platform offers modern, modular architecture which supports local development, reinforcing software best practices allowing seamless transition to remote execution once ready.

Declarative infrastructure allows you to express your requirements, leaving infrastructure provisioning, configuration, and scaling to the platform. It maintains high data protection standards compliant with full data lineage, versioning, caching, observability, and reproducibility.

Union.ai provides enhanced performance with faster file reads, full workflow caching, and an optimized engine. It supports diverse computing needs with an array of GPU types (Nvidia, TPU & other accelerators) tailored to your requirements.

All these functionalities are available on multi-cloud platforms to confidently run your AI and data workflows.