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Databases and analytics topics

Data Analytics

Analyze and ingest data, predict business outcomes, and build data pipelines.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
MongoDB Atlas (pay-as-you-go)
MongoDB Inc.
Get started for free with Atlas, the best way to run MongoDB on Google Cloud
Elastic Cloud (Elasticsearch Service)
Elastic
Elastic's vector database powers semantic search, GenAI, & supports search, observability, security.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Streaming data analytics
Dataflow
Streaming analytics for stream and batch processing.
Streaming data analytics
Dataflow
Streaming analytics for stream and batch processing.
Streaming data analytics
Dataflow
Streaming analytics for stream and batch processing.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Event ingestion
Pub/Sub
Messaging service for event ingestion and delivery.
Data transformation pipeline
Dataform
Build, version control, and deploy SQL workflows in BigQuery.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Managed Spark and Hadoop service
Dataproc
Service for running Apache Spark and Apache Hadoop clusters.
Data governance
Dataplex
Intelligent data fabric for unified data management across distributed data silos.
Geospatial data catalog
Earth Engine
Geospatial platform for Earth observation data and analysis.
Data integration
Cloud Data Fusion
Data integration for building and managing data pipelines.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Advertising platform
Google Marketing Platform
Marketing platform unifying advertising and analytics.
Advertising platform
Google Marketing Platform
Marketing platform unifying advertising and analytics.
Advertising platform
Google Marketing Platform
Marketing platform unifying advertising and analytics.
Advertising platform
Google Marketing Platform
Marketing platform unifying advertising and analytics.
Advertising platform
Google Marketing Platform
Marketing platform unifying advertising and analytics.
Advertising platform
Google Marketing Platform
Marketing platform unifying advertising and analytics.
Advertising platform
Google Marketing Platform
Marketing platform unifying advertising and analytics.
Advertising platform
Google Marketing Platform
Marketing platform unifying advertising and analytics.
Advertising platform
Google Marketing Platform
Marketing platform unifying advertising and analytics.
Advertising platform
Google Marketing Platform
Marketing platform unifying advertising and analytics.
Advertising platform
Google Marketing Platform
Marketing platform unifying advertising and analytics.
Advertising platform
Google Marketing Platform
Marketing platform unifying advertising and analytics.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Storage engine
BigLake
Storage engine for unifying data warehouses and lakes.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Data capture and replication service
Datastream
Serverless change data capture and replication service.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Data governance
Dataplex
Intelligent data fabric for unified data management across distributed data silos.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Managed Spark and Hadoop service
Dataproc
Service for running Apache Spark and Apache Hadoop clusters.
Data transformation pipeline
Dataform
Build, version control, and deploy SQL workflows in BigQuery.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Data governance
Dataplex
Intelligent data fabric for unified data management across distributed data silos.
Data transformation pipeline
Dataform
Build, version control, and deploy SQL workflows in BigQuery.
Event ingestion
Pub/Sub
Messaging service for event ingestion and delivery.
Managed Spark and Hadoop service
Dataproc
Service for running Apache Spark and Apache Hadoop clusters.
Data governance
Dataplex
Intelligent data fabric for unified data management across distributed data silos.
Data transformation pipeline
Dataform
Build, version control, and deploy SQL workflows in BigQuery.
Data governance
Dataplex
Intelligent data fabric for unified data management across distributed data silos.
Data transformation pipeline
Dataform
Build, version control, and deploy SQL workflows in BigQuery.
Data capture and replication service
Datastream
Serverless change data capture and replication service.
Streaming data analytics
Dataflow
Streaming analytics for stream and batch processing.
Managed Spark and Hadoop service
Dataproc
Service for running Apache Spark and Apache Hadoop clusters.
Data integration
Cloud Data Fusion
Data integration for building and managing data pipelines.
Data capture and replication service
Datastream
Serverless change data capture and replication service.
Event ingestion
Pub/Sub
Messaging service for event ingestion and delivery.
Geospatial data catalog
Earth Engine
Geospatial platform for Earth observation data and analysis.
Managed Spark and Hadoop service
Dataproc
Service for running Apache Spark and Apache Hadoop clusters.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Event ingestion
Pub/Sub
Messaging service for event ingestion and delivery.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Streaming data analytics
Dataflow
Streaming analytics for stream and batch processing.
Data integration
Cloud Data Fusion
Data integration for building and managing data pipelines.
Geospatial data catalog
Earth Engine
Geospatial platform for Earth observation data and analysis.
Managed Spark and Hadoop service
Dataproc
Service for running Apache Spark and Apache Hadoop clusters.
Data capture and replication service
Datastream
Serverless change data capture and replication service.
Data integration
Cloud Data Fusion
Data integration for building and managing data pipelines.
Data capture and replication service
Datastream
Serverless change data capture and replication service.
MongoDB Atlas (pay-as-you-go)
MongoDB Inc.
Get started for free with Atlas, the best way to run MongoDB on Google Cloud
Geospatial data catalog
Earth Engine
Geospatial platform for Earth observation data and analysis.
Geospatial data catalog
Earth Engine
Geospatial platform for Earth observation data and analysis.
Data transformation pipeline
Dataform
Build, version control, and deploy SQL workflows in BigQuery.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Geospatial data catalog
Earth Engine
Geospatial platform for Earth observation data and analysis.
Data governance
Dataplex
Intelligent data fabric for unified data management across distributed data silos.
Streaming data analytics
Dataflow
Streaming analytics for stream and batch processing.
Event ingestion
Pub/Sub
Messaging service for event ingestion and delivery.
Data governance
Dataplex
Intelligent data fabric for unified data management across distributed data silos.
Data transformation pipeline
Dataform
Build, version control, and deploy SQL workflows in BigQuery.
Streaming data analytics
Dataflow
Streaming analytics for stream and batch processing.
Geospatial data catalog
Earth Engine
Geospatial platform for Earth observation data and analysis.
Event ingestion
Pub/Sub
Messaging service for event ingestion and delivery.
Data transformation pipeline
Dataform
Build, version control, and deploy SQL workflows in BigQuery.
Data transformation pipeline
Dataform
Build, version control, and deploy SQL workflows in BigQuery.
Geospatial data catalog
Earth Engine
Geospatial platform for Earth observation data and analysis.
Storage engine
BigLake
Storage engine for unifying data warehouses and lakes.
Telecom data management and analytics
Telecom Data Fabric
Telecom data management and analytics with an automated approach.
Storage engine
BigLake
Storage engine for unifying data warehouses and lakes.
Data capture and replication service
Datastream
Serverless change data capture and replication service.
Event ingestion
Pub/Sub
Messaging service for event ingestion and delivery.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Managed Spark and Hadoop service
Dataproc
Service for running Apache Spark and Apache Hadoop clusters.
Data governance
Dataplex
Intelligent data fabric for unified data management across distributed data silos.
Streaming data analytics
Dataflow
Streaming analytics for stream and batch processing.
Managed Spark and Hadoop service
Dataproc
Service for running Apache Spark and Apache Hadoop clusters.

Databases

Migrate your databases to the cloud, build gen AI apps and agents, and simplify database management with AI.
MongoDB Atlas (pay-as-you-go)
MongoDB Inc.
Mulai gratis dengan Atlas, cara terbaik untuk menjalankan MongoDB di Google Cloud
Elastic Cloud (Elasticsearch Service)
Elastic
Database vektor Elastic mendukung penelusuran semantik, AI Generatif, serta penelusuran, observabilitas, dan keamanan.
Database SQL
Cloud SQL
Database yang terkelola sepenuhnya untuk MySQL, PostgreSQL, dan SQL Server.
Database berbasis cloud
Spanner
Database selalu aktif dengan skala hampir tak terbatas dan ketersediaan 99,999%.
Database dokumen
Firestore
Database dokumen berbasis cloud untuk membangun aplikasi IoT, web, dan seluler yang lengkap. Kini dengan kompatibilitas MongoDB.
Database PostgreSQL
AlloyDB
Database 100% kompatibel dengan PostgreSQL yang berjalan di mana saja.
Layanan database dalam memori
Memorystore
Database Redis, Valkey, dan Memcached yang terkelola sepenuhnya untuk akses data submilidetik.
Layanan database NoSQL
Bigtable
Wide-column database untuk workload berlatensi rendah dan berskala besar.
SQL untuk Firebase
Firebase Data Connect
Backend data relasional terkelola untuk membangun aplikasi web, seluler, dan AI yang skalabel dengan cepat.
SQL untuk Firebase
Firebase Data Connect
Backend data relasional terkelola untuk membangun aplikasi web, seluler, dan AI yang skalabel dengan cepat.
Migrasi database yang disederhanakan
Database Migration Service
Migrasi serverless dengan periode nonaktif minimal ke cloud.
Database SQL
Cloud SQL
Database yang terkelola sepenuhnya untuk MySQL, PostgreSQL, dan SQL Server.
Database SQL
Cloud SQL
Database yang terkelola sepenuhnya untuk MySQL, PostgreSQL, dan SQL Server.
Database berbasis cloud
Spanner
Database selalu aktif dengan skala hampir tak terbatas dan ketersediaan 99,999%.
Database berbasis cloud
Spanner
Database selalu aktif dengan skala hampir tak terbatas dan ketersediaan 99,999%.
Database SQL
Cloud SQL
Database yang terkelola sepenuhnya untuk MySQL, PostgreSQL, dan SQL Server.
Database SQL
Cloud SQL
Database yang terkelola sepenuhnya untuk MySQL, PostgreSQL, dan SQL Server.
Database PostgreSQL
AlloyDB
Database 100% kompatibel dengan PostgreSQL yang berjalan di mana saja.
Database berbasis cloud
Spanner
Database selalu aktif dengan skala hampir tak terbatas dan ketersediaan 99,999%.
Database dokumen
Firestore
Database dokumen berbasis cloud untuk membangun aplikasi IoT, web, dan seluler yang lengkap. Kini dengan kompatibilitas MongoDB.
Layanan database NoSQL
Bigtable
Wide-column database untuk workload berlatensi rendah dan berskala besar.
Database SQL
Cloud SQL
Database yang terkelola sepenuhnya untuk MySQL, PostgreSQL, dan SQL Server.
Database dokumen
Firestore
Database dokumen berbasis cloud untuk membangun aplikasi IoT, web, dan seluler yang lengkap. Kini dengan kompatibilitas MongoDB.
Database dokumen
Firestore
Database dokumen berbasis cloud untuk membangun aplikasi IoT, web, dan seluler yang lengkap. Kini dengan kompatibilitas MongoDB.
Database SQL
Cloud SQL
Database yang terkelola sepenuhnya untuk MySQL, PostgreSQL, dan SQL Server.
Database SQL
Cloud SQL
Database yang terkelola sepenuhnya untuk MySQL, PostgreSQL, dan SQL Server.
Server bare metal untuk Oracle
Bare Metal Solution
Infrastruktur yang terkelola sepenuhnya untuk mendukung workload Oracle Anda.
Database SQL
Cloud SQL
Database yang terkelola sepenuhnya untuk MySQL, PostgreSQL, dan SQL Server.
Layanan database NoSQL
Bigtable
Wide-column database untuk workload berlatensi rendah dan berskala besar.
Database dokumen
Firestore
Database dokumen berbasis cloud untuk membangun aplikasi IoT, web, dan seluler yang lengkap. Kini dengan kompatibilitas MongoDB.
Database berbasis cloud
Spanner
Database selalu aktif dengan skala hampir tak terbatas dan ketersediaan 99,999%.
Database dokumen
Firestore
Database dokumen berbasis cloud untuk membangun aplikasi IoT, web, dan seluler yang lengkap. Kini dengan kompatibilitas MongoDB.
Database dokumen
Firestore
Database dokumen berbasis cloud untuk membangun aplikasi IoT, web, dan seluler yang lengkap. Kini dengan kompatibilitas MongoDB.
Database berbasis cloud
Spanner
Database selalu aktif dengan skala hampir tak terbatas dan ketersediaan 99,999%.
Layanan database dalam memori
Memorystore
Database Redis, Valkey, dan Memcached yang terkelola sepenuhnya untuk akses data submilidetik.
Layanan database NoSQL
Bigtable
Wide-column database untuk workload berlatensi rendah dan berskala besar.
Database berbasis cloud
Spanner
Database selalu aktif dengan skala hampir tak terbatas dan ketersediaan 99,999%.
Migrasi database yang disederhanakan
Database Migration Service
Migrasi serverless dengan periode nonaktif minimal ke cloud.
Database dokumen
Firestore
Database dokumen berbasis cloud untuk membangun aplikasi IoT, web, dan seluler yang lengkap. Kini dengan kompatibilitas MongoDB.
MongoDB Atlas (pay-as-you-go)
MongoDB Inc.
Mulai gratis dengan Atlas, cara terbaik untuk menjalankan MongoDB di Google Cloud
Database PostgreSQL
AlloyDB
Database 100% kompatibel dengan PostgreSQL yang berjalan di mana saja.
Database berbasis cloud
Spanner
Database selalu aktif dengan skala hampir tak terbatas dan ketersediaan 99,999%.
Layanan database dalam memori
Memorystore
Database Redis, Valkey, dan Memcached yang terkelola sepenuhnya untuk akses data submilidetik.
Database dokumen
Firestore
Database dokumen berbasis cloud untuk membangun aplikasi IoT, web, dan seluler yang lengkap. Kini dengan kompatibilitas MongoDB.
Database SQL
Cloud SQL
Database yang terkelola sepenuhnya untuk MySQL, PostgreSQL, dan SQL Server.
Database PostgreSQL
AlloyDB
Database 100% kompatibel dengan PostgreSQL yang berjalan di mana saja.
SQL untuk Firebase
Firebase Data Connect
Backend data relasional terkelola untuk membangun aplikasi web, seluler, dan AI yang skalabel dengan cepat.
Database berbasis cloud
Spanner
Database selalu aktif dengan skala hampir tak terbatas dan ketersediaan 99,999%.
Database PostgreSQL
AlloyDB
Database 100% kompatibel dengan PostgreSQL yang berjalan di mana saja.
Layanan database NoSQL
Bigtable
Wide-column database untuk workload berlatensi rendah dan berskala besar.
Layanan database dalam memori
Memorystore
Database Redis, Valkey, dan Memcached yang terkelola sepenuhnya untuk akses data submilidetik.
Database PostgreSQL
AlloyDB
Database 100% kompatibel dengan PostgreSQL yang berjalan di mana saja.
Layanan database dalam memori
Memorystore
Database Redis, Valkey, dan Memcached yang terkelola sepenuhnya untuk akses data submilidetik.
Migrasi database yang disederhanakan
Database Migration Service
Migrasi serverless dengan periode nonaktif minimal ke cloud.
Layanan database NoSQL
Bigtable
Wide-column database untuk workload berlatensi rendah dan berskala besar.
Database dokumen
Firestore
Database dokumen berbasis cloud untuk membangun aplikasi IoT, web, dan seluler yang lengkap. Kini dengan kompatibilitas MongoDB.
Database berbasis cloud
Spanner
Database selalu aktif dengan skala hampir tak terbatas dan ketersediaan 99,999%.
Layanan database dalam memori
Memorystore
Database Redis, Valkey, dan Memcached yang terkelola sepenuhnya untuk akses data submilidetik.
Layanan database NoSQL
Bigtable
Wide-column database untuk workload berlatensi rendah dan berskala besar.
Layanan database dalam memori
Memorystore
Database Redis, Valkey, dan Memcached yang terkelola sepenuhnya untuk akses data submilidetik.
Migrasi database yang disederhanakan
Database Migration Service
Migrasi serverless dengan periode nonaktif minimal ke cloud.
Database dokumen
Firestore
Database dokumen berbasis cloud untuk membangun aplikasi IoT, web, dan seluler yang lengkap. Kini dengan kompatibilitas MongoDB.
Database SQL
Cloud SQL
Database yang terkelola sepenuhnya untuk MySQL, PostgreSQL, dan SQL Server.
Database PostgreSQL
AlloyDB
Database 100% kompatibel dengan PostgreSQL yang berjalan di mana saja.
Layanan database NoSQL
Bigtable
Wide-column database untuk workload berlatensi rendah dan berskala besar.
Layanan database NoSQL
Bigtable
Wide-column database untuk workload berlatensi rendah dan berskala besar.
Layanan database NoSQL
Bigtable
Wide-column database untuk workload berlatensi rendah dan berskala besar.
Migrasi database yang disederhanakan
Database Migration Service
Migrasi serverless dengan periode nonaktif minimal ke cloud.
Migrasi database yang disederhanakan
Database Migration Service
Migrasi serverless dengan periode nonaktif minimal ke cloud.
Database berbasis cloud
Spanner
Database selalu aktif dengan skala hampir tak terbatas dan ketersediaan 99,999%.
Layanan database dalam memori
Memorystore
Database Redis, Valkey, dan Memcached yang terkelola sepenuhnya untuk akses data submilidetik.
Database PostgreSQL
AlloyDB
Database 100% kompatibel dengan PostgreSQL yang berjalan di mana saja.
Database berbasis cloud
Spanner
Database selalu aktif dengan skala hampir tak terbatas dan ketersediaan 99,999%.
Database dokumen
Firestore
Database dokumen berbasis cloud untuk membangun aplikasi IoT, web, dan seluler yang lengkap. Kini dengan kompatibilitas MongoDB.
SQL untuk Firebase
Firebase Data Connect
Backend data relasional terkelola untuk membangun aplikasi web, seluler, dan AI yang skalabel dengan cepat.
Database PostgreSQL
AlloyDB
Database 100% kompatibel dengan PostgreSQL yang berjalan di mana saja.
Layanan database NoSQL
Bigtable
Wide-column database untuk workload berlatensi rendah dan berskala besar.
Migrasi database yang disederhanakan
Database Migration Service
Migrasi serverless dengan periode nonaktif minimal ke cloud.
Layanan database dalam memori
Memorystore
Database Redis, Valkey, dan Memcached yang terkelola sepenuhnya untuk akses data submilidetik.
Migrasi database yang disederhanakan
Database Migration Service
Migrasi serverless dengan periode nonaktif minimal ke cloud.
Layanan database dalam memori
Memorystore
Database Redis, Valkey, dan Memcached yang terkelola sepenuhnya untuk akses data submilidetik.
SQL untuk Firebase
Firebase Data Connect
Backend data relasional terkelola untuk membangun aplikasi web, seluler, dan AI yang skalabel dengan cepat.
Layanan database dalam memori
Memorystore
Database Redis, Valkey, dan Memcached yang terkelola sepenuhnya untuk akses data submilidetik.
Layanan database NoSQL
Bigtable
Wide-column database untuk workload berlatensi rendah dan berskala besar.
Database SQL
Cloud SQL
Database yang terkelola sepenuhnya untuk MySQL, PostgreSQL, dan SQL Server.
Migrasi database yang disederhanakan
Database Migration Service
Migrasi serverless dengan periode nonaktif minimal ke cloud.
Migrasi database yang disederhanakan
Database Migration Service
Migrasi serverless dengan periode nonaktif minimal ke cloud.
Database PostgreSQL
AlloyDB
Database 100% kompatibel dengan PostgreSQL yang berjalan di mana saja.
Server bare metal untuk Oracle
Bare Metal Solution
Infrastruktur yang terkelola sepenuhnya untuk mendukung workload Oracle Anda.
Database PostgreSQL
AlloyDB
Database 100% kompatibel dengan PostgreSQL yang berjalan di mana saja.
Migrasi database yang disederhanakan
Database Migration Service
Migrasi serverless dengan periode nonaktif minimal ke cloud.
Database PostgreSQL
AlloyDB
Database 100% kompatibel dengan PostgreSQL yang berjalan di mana saja.
Server bare metal untuk Oracle
Bare Metal Solution
Infrastruktur yang terkelola sepenuhnya untuk mendukung workload Oracle Anda.
MongoDB Atlas (pay-as-you-go)
MongoDB Inc.
Mulai gratis dengan Atlas, cara terbaik untuk menjalankan MongoDB di Google Cloud
Server bare metal untuk Oracle
Bare Metal Solution
Infrastruktur yang terkelola sepenuhnya untuk mendukung workload Oracle Anda.
Server bare metal untuk Oracle
Bare Metal Solution
Infrastruktur yang terkelola sepenuhnya untuk mendukung workload Oracle Anda.
Server bare metal untuk Oracle
Bare Metal Solution
Infrastruktur yang terkelola sepenuhnya untuk mendukung workload Oracle Anda.

Business Intelligence

Analyze business data and deliver actionable insights.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Data visualizer
Looker Studio
Interactive data suite for dashboarding, reporting, and analytics
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Data visualizer
Looker Studio
Interactive data suite for dashboarding, reporting, and analytics
Data visualizer
Looker Studio
Interactive data suite for dashboarding, reporting, and analytics
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Data visualizer
Looker Studio
Interactive data suite for dashboarding, reporting, and analytics
Data visualizer
Looker Studio
Interactive data suite for dashboarding, reporting, and analytics
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Data visualizer
Looker Studio
Interactive data suite for dashboarding, reporting, and analytics
Data visualizer
Looker Studio
Interactive data suite for dashboarding, reporting, and analytics
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Data visualizer
Looker Studio
Interactive data suite for dashboarding, reporting, and analytics
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Data visualizer
Looker Studio
Interactive data suite for dashboarding, reporting, and analytics
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Data visualizer
Looker Studio
Interactive data suite for dashboarding, reporting, and analytics
Data visualizer
Looker Studio
Interactive data suite for dashboarding, reporting, and analytics
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Data visualizer
Looker Studio
Interactive data suite for dashboarding, reporting, and analytics
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Data warehouse
BigQuery
Data warehouse for business agility and insights.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.
Business intelligence platform
Looker
Platform for BI, data applications, and embedded analytics.

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Product launch stages

At Preview, products or features are ready for testing by customers. Preview offerings are often publicly announced, but are not necessarily feature-complete, and no SLAs or technical support commitments are provided for these. Unless stated otherwise by Google, Preview offerings are intended for use in test environments only. The average Preview stage lasts about six months.

General Availability products and features are open to all customers, ready for production use, and covered by a Google Cloud SLA, where applicable. Google typically supports General Availability products and features through APIs, CLIs, and the Google Cloud Console, except in unusual circumstances where providing one or more of the foregoing capabilities is unreasonable in the context of the particular product or feature.

Deprecated features are scheduled to be shut down and removed. For more information, see the "Discontinuation of Services" section of the Google Cloud Platform Terms of Service.

Early access: Early access features are limited to a closed group of testers for a limited subset of launches. Participation is by invitation only and may require signing a pre-general-availability agreement, including confidentiality provisions. These features may be unstable, change in backward-incompatible ways, and are not guaranteed to be released. There are no SLAs provided and no technical support obligations. Early access releases are rare and focus on validating product prototypes.

Alpha: Alpha is a limited-availability test before releases are cleared for more widespread use. Our focus with alpha testing is to verify functionality and gather feedback from a limited set of customers. Typically, alpha participation is by invitation and subject to pre-general-availability terms. Alpha releases don't have to be feature complete, no SLAs are provided, and there are no technical support obligations. However, alphas are generally suitable for use in test environments. The alpha phase usually lasts six months.

Beta: At beta, products or features are ready for broader customer testing and use. Betas are often publicly announced. There are no SLAs or technical support obligations in a beta release unless otherwise specified in product terms or the terms of a particular beta program. The average beta phase lasts about six months.

Google Cloud