Informatics is a Python framework for rapid implementation of data processing and operating pipelines in scientific computing environments. It provides abstractions for building workflows that handle data collection, manipulation, storage, and retrieval. The framework includes built-in support for machine learning workflows, neural network implementations, and transformer architectures as first-class pipeline components.