Amazon Athena

Exabyte-scale fully managed data warehouse (formerly ODPS) optimised for batch analytics on structured and semi-structured data, with SQL, MapReduce, and Spark computation engines, columnar storage, and tight integration with DataWorks

Unified analytics service combining data warehousing and big data processing with dedicated and serverless SQL pools, Apache Spark, Data Integration pipelines, and Power BI embedded

Unified data lakehouse combining the reliability of data warehouses with the scale of data lakes, built on Delta Lake with ACID transactions, schema enforcement, and time travel

Serverless SQL analytics warehouse optimised for BI workloads, with a native query editor, dashboards, visualisations, and connectors for Tableau, Power BI, and dbt

Query external data sources (Snowflake, Redshift, BigQuery, MySQL, Postgres, SQL Server, Salesforce) directly from Unity Catalog without ingestion — governance, lineage, and ABAC apply across all sources

Serverless, highly scalable enterprise data warehouse with separated storage and compute, streaming inserts, BigQuery ML, federated queries across Cloud SQL and Spanner, and Omni for multi-cloud

Managed Spark and Hadoop clusters for big data processing with per-second billing, serverless Spark (Dataproc Serverless), Presto, Flink, and ephemeral or long-running clusters

Enterprise business intelligence platform built on the LookML semantic modelling layer, delivering governed dashboards, scheduled reports, embedded analytics, and Looker Studio integration with direct connections to 50+ data warehouses including BigQuery, Snowflake, Databricks, and Redshift

MPP-architected cloud data warehouse based on Huawei's openGauss kernel with PostgreSQL compatibility, standard and stream data loading, columnar and row storage, and native integration with MRS (MapReduce Service) and OBS

Fully managed big-data platform running Apache Spark, Hive, HBase, Flink, Hadoop, and Kudu clusters with autoscaling, Kerberos security, and integration with OBS for compute-storage separation

Managed business intelligence platform with self-service dashboards, data preparation, natural-language Q&A (Answers), ML-powered auto-insights, and enterprise semantic modelling — the OBIEE successor delivered as a managed service

Managed data-lakehouse stack combining Apache Spark for batch and stream processing, Iceberg table format, and integration with object-storage data lakes, targeted at sovereign-EU analytics workloads

Managed analytics platform combining ingestion, transformation, and visualisation capabilities for European-resident data analytics workloads needing EU-jurisdictional sovereignty

Serverless analytics data warehouse — Google BigQuery operating under S3NS's French sovereign boundary. Same standard SQL surface as commercial BigQuery with datasets confined to French geography, BQML for in-warehouse ML, and integration with S3NS Cloud Storage as an external source.

Business intelligence and data visualisation platform for self-service analytics and dashboards

Managed big-data platform running Apache Spark, Hadoop, Hive, HBase, Flink, Presto, and ClickHouse with autoscaling, Kerberos authentication, integration with COS for compute-storage separation, and Jupyter notebooks for interactive analysis