Databahn Loop™ Pipeline
Databahn Loop™ Pipeline architecture is modular and highly flexible, supporting fast integration with any existing AI development and validation workflows. Databahn Loop™ Active Learning builds robust pipelines of automated, efficient data flow from edge devices (managed by Databahn™ Node software) to a central orchestrator (Databahn™ Server SaaS application), intelligently removing data redundancies at the source while algorithmically curating compact, high-value training datasets to drastically accelerate AI model training efficiency. Curated datasets are collaborated with annotation, training, and deployment tools of customer’s choice, ensuring a seamless data-centric AI workflow modernization.
Databahn Loop™ is an AI development acceleration framework delivering cutting-edge data modernization capabilities to AI organizations of all sizes and maturity levels. With Databahn Loop™ pipelines, data engineers and scientists can seamlessly integrate intelligent edge data collection, rapid data visualization, streamlined data transfer, and cost-efficient model training acceleration using ready-to-deploy active learning tools, fully customizable and manged for any engineering environments.