Dataflow
Real-time data intelligence
Maximize the potential of your real-time data. Dataflow is a fully managed streaming platform that is easy-to-use and scalable to help accelerate real-time decision making and customer experiences.
New customers get $300 in free credits to spend on Dataflow.
Features
Use streaming AI and ML to power gen AI models in real time
Real-time data empowers AI/ML models with the latest information, enhancing prediction accuracy. Dataflow ML simplifies deployment and management of complete ML pipelines. We offer ready-to-use patterns for personalized recommendations, fraud detection, threat prevention, and more. Build streaming AI with Vertex AI, Gemini models, and Gemma models, run remote inference, and streamline data processing with MLTransform. Enhance MLOps and ML job efficiency with Dataflow GPU and right-fitting capabilities.
Enable advanced streaming use cases at enterprise scale
Dataflow is a fully managed service that uses open source Apache Beam SDK to enable advanced streaming use cases at enterprise scale. It offers rich capabilities for state and time, transformations, and I/O connectors. Dataflow scales to 4K workers per job and routinely processes petabytes of data. It features autoscaling for optimal resource utilization in both batch and streaming pipelines.