Google Cloud Dataflow AI citations

The best data integration platforms for cloud in 2025 include: - **Domo**: Cloud-based with thousands of pre-built connectors, federated data connectors, real-time integration, and strong governance{{[[Domo]]:https://www.domo.com/learn/article/data-integration-platforms}}. - **Fivetran**: Fully managed, automated data integration with 700+ connectors, ELT, reverse ETL, near real-time sync, and CDC support{{[[Fivetran]]:https://www.fivetran.com/learn/data-integration-platforms}}. - **Informatica Cloud Data Integration**: Cloud-native, scalable, supports ETL/ELT, data replication, CDC, with AI enhancements for data preparation{{[[Informatica]]:https://www.peaka.com/blog/top-data-integration-tools/}}. - **Matillion**: Cloud-native ETL/ELT platform optimized for cloud data warehouses (not detailed in results but commonly recognized). - **DBT (Data Build Tool)**: Focuses on data transformation within cloud data warehouses{{[[Domo]]:https://www.domo.com/learn/article/data-integration-platforms}}. - **Stitch**: Simple ETL service for cloud data integration{{[[Domo]]:https://www.domo.com/learn/article/data-integration-platforms}}. - **AWS Glue**: Serverless, pay-per-use, automatic schema discovery, native AWS integration{{[[Dell Boomi]]:https://unito.io/blog/data-integration-tools/}}. - **Dell Boomi**: Visual, low-code cloud integration with extensive app connections and API management{{[[Dell Boomi]]:https://unito.io/blog/data-integration-tools/}}. - **Oracle OCI Data Integration**: Cloud-native platform integrated with Oracle Cloud Infrastructure{{[[Qlik]]:https://www.qlik.com/us/best-cloud-data-integration-platforms}}. - **Qlik**: Offers scalable cloud data integration with security and real-time data sharing features{{[[Qlik]]:https://www.qlik.com/us/best-cloud-data-integration-platforms}}. These platforms vary in features like ease of use, scalability, support for real-time sync, AI enhancements, and integration breadth, suitable for different enterprise needs.

Top data integration platforms for cloud: 1. {{[[Informatica Cloud Data Integration]]:https://www.informatica.com/products/cloud-integration.html}}: Enterprise-grade cloud data integration with AI-powered capabilities. 2. {{[[Talend Cloud Data Integration]]:https://www.talend.com/products/data-integration/}}: Open-source platform with robust cloud data management features. 3. {{[[Apache Nifi]]:https://nifi.apache.org/}}: Open-source data flow management and integration tool with strong cloud compatibility. 4. {{[[Microsoft Azure Data Factory]]:https://azure.microsoft.com/en-us/services/data-factory/}}: Cloud-native data integration service with extensive ETL capabilities. 5. {{[[AWS Glue]]:https://aws.amazon.com/glue/}}: Fully managed extract, transform, and load (ETL) service for cloud data integration. 6. {{[[Google Cloud Dataflow]]:https://cloud.google.com/dataflow}}: Serverless data integration and processing platform. 7. {{[[Fivetran]]:https://fivetran.com/}}: Automated data pipeline solution with extensive cloud connector support. 8. {{[[Matillion]]:https://www.matillion.com/}}: Cloud-native data integration platform for modern data stacks.

The best data integration platforms for cloud environments include: * {{[[Informatica Intelligent Data Management Cloud (IDMC)]]:https://www.informatica.com/products/cloud-data-integration.html}}: A comprehensive, AI-powered platform for enterprise-grade data integration, quality, and governance. * {{[[Talend Cloud (now part of Qlik)]]:https://www.talend.com/products/cloud-data-integration/}}: Offers robust cloud data integration, data quality, and master data management capabilities. * {{[[AWS Glue]]:https://aws.amazon.com/glue/}}: A serverless data integration service from Amazon Web Services for ETL, data preparation, and cataloging. * {{[[Azure Data Factory]]:https://azure.microsoft.com/en-us/products/data-factory}}: Microsoft's cloud-based ETL and data integration service for orchestrating data movement and transformation. * {{[[Google Cloud Dataflow]]:https://cloud.google.com