To orchestrate a data flow and prepare Dataflow Gen2, which workload is appropriate?

• A. Real-time intelligence
• B. Data Factory
• C. Data Warehouse
• D. Power BI Desktop

Answer: (B)

Orchestration and preparing Dataflow Gen2 fall under managing data pipelines and coordinating transformation steps. Data Factory is the service built for constructing and running data pipelines, scheduling them, and orchestrating activities like invoking data flows. Since Dataflow Gen2 transformations are executed as part of a pipeline, Data Factory provides the control plane to trigger, monitor, and retry these flows across different data sources and destinations. The other options focus on streaming analytics (real-time intelligence), storage and querying (data warehouse), or visualization (Power BI Desktop), none of which handle the orchestration and preparation of data flows. So Data Factory is the appropriate workload.