Azure Databricks

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

Managed big-data platform for running Apache Spark, Hive, Presto, Flink, Trino, and HBase across EC2, EKS, and fully serverless deployments with up to 5x faster Spark runtime and Graviton price-performance

AI-powered BI service, now the BI component of Amazon Quick: interactive dashboards, paginated reports, SPICE in-memory engine, natural-language Q&A, embedded analytics, and per-user or capacity pricing for reader-scale deployments.

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

Conversational analytics for business users — Genie Agents (formerly Genie spaces) answer natural-language questions over governed Unity Catalog tables and metrics by generating SQL and visualisations, with Genie One as the end-user interface.

Built-in BI dashboards authored on Databricks SQL warehouses with AI-assisted visual creation, scheduling, sharing to users outside the workspace and Unity Catalog permissions.

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 Apache Spark and Hadoop (formerly Dataproc and Serverless for Apache Spark), offered as per-second-billed clusters on Compute Engine or as serverless Spark batches and sessions, with Flink, Trino and other open-source components.

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

Unified data platform, based on ForePaaS, combining connectors, an ETL/ELT processing engine, an Apache Iceberg lakehouse, a Trino-based analytics and dashboard manager, and serverless app services. Compute is billed per vCPU-hour and data scanned; there is a free tier.

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

API-first, agentic analytics built on Data 360 and the Salesforce Platform — Tableau Agent for natural-language data prep and conversational analysis, Tableau Semantics, proactive alerts and Slack integration

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