Nebula

Nebula: Intelligent AI Development & Automation Framework

Nebula is an open-source artificial intelligence framework designed to bring the major stages of building, operating, monitoring, and improving AI systems into a unified platform.

Instead of focusing on a single machine-learning task, Nebula provides an expandable architecture for managing the broader AI lifecycle. Data processing, validation, model training, inference, system monitoring, resource management, security, error handling, and feedback mechanisms can operate as interconnected components within the same environment.

At the data level, Nebula provides validation and automated repair capabilities intended to identify incomplete, inconsistent, anomalous, or low-quality information before it moves deeper into an AI workflow. Quality scoring and reporting help make the condition of incoming data easier to evaluate.