Cloud & Infra brands
Every brand SlateIndex tracks, with how AI engines describe, rank and cite it.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 98.8%·next run
Airbyte is an open-source platform that replicates data from over 700 sources into data warehouses and lakes without writing code. It runs in your own VPC, on-premises, or on Airbyte Cloud, and the company positions the warehouse as a context layer for AI agents. The open-source engine and connectors are free to self-host, and paid plans add hosting, upgrades and support.
Amazon Redshift is a fully managed, petabyte-scale cloud data warehouse from AWS. It is offered as Provisioned clusters, where the buyer chooses node types and size, or as Serverless, where capacity scales automatically. Redshift Spectrum lets users query data in Amazon S3 without loading it first.
Apache Doris is an open-source, MPP-based real-time data warehouse and analytics database, released under the Apache 2.0 license. It is used for report analysis, ad-hoc queries, unified data warehousing, and lakehouse acceleration, and it is MySQL-compatible. It supports federated queries over Hive, Iceberg, Hudi, MySQL, and PostgreSQL.
Apache Druid is an open-source, high-performance real-time analytics database for sub-second queries on streaming and batch data. It is developed by the Apache Software Foundation under the Apache License 2.0 and runs as a cluster of processes such as Router, Broker, Historical, MiddleManager, Coordinator and Overlord. Ingestion sources include S3, GCS, Azure, HDFS, HTTP endpoints and local files.
Apache Kylin is an open-source analytics engine that builds precomputed OLAP cubes on big data for fast SQL queries. It connects to BI tools through ODBC, JDBC, and REST API. It is built on Hadoop, Hive, HBase, Parquet, Calcite, and Spark and licensed under Apache License 2.0.
Apache Pinot is a real-time distributed online analytical processing (OLAP) datastore. It ingests data from streaming sources such as Apache Kafka, Apache Pulsar and Amazon Kinesis, and from batch sources such as Hadoop HDFS, Amazon S3, Azure ADLS and Google Cloud Storage. It is an Apache Software Foundation open-source project, not a company.
Apache Spark is an open-source, multi-language engine for data engineering, data science and machine learning. It runs on single machines or on clusters, with modules for SQL, a pandas API, machine learning, graph processing and streaming. The project is hosted by the Apache Software Foundation under the Apache License 2.0.
Amplify Studio is AWS's low-code visual development tool, launched in December 2021 as an extension of AWS Amplify. It syncs Figma components, generates JavaScript or TypeScript UI code that can be customized in code, and provisions backend services such as Cognito, DynamoDB and S3 through a visual interface. Amazon Honeycode, AWS's earlier no-code app builder, was shut down on February 29, 2024.
Azure Synapse Analytics is a Microsoft analytics platform that combines a massively parallel SQL warehouse, an Apache Spark engine, a data integration service and a web studio in one workspace. It offers serverless and provisioned resources for querying data on demand. Microsoft says existing workspaces remain supported, but it directs new data warehousing projects to Fabric Data Warehouse.
BigQuery is Google Cloud's fully managed, serverless enterprise data warehouse. Storage and compute are separated, and it runs only on Google Cloud. Its add-ons include BigQuery AI for training, evaluating and deploying predictive models with SQL, and generative AI functions for text summarization, sentiment analysis and data enrichment.
ClickHouse is a fast, open-source, column-oriented database management system that generates analytical reports in real time using SQL queries. It is offered as ClickHouse Cloud, a managed service on AWS, GCP and Azure, and as self-managed open-source software. ClickHouse Local runs SQL queries on local files such as CSV, TSV and Parquet without a server.
Cloudera Anywhere Cloud is a modular hybrid data and AI platform that runs data and AI workloads across public clouds, sovereign clouds, private data centers and air-gapped networks. Its open data lakehouse is built on Apache Iceberg and adds unified security, governance, lineage and a single control plane. Customers named on the site include banks, a telecom operator and public health agencies.
Databricks is a unified data and AI platform that runs analytical and operational workloads on one open, governed foundation. It lets organizations build BI and AI applications, stream and analyze data, and run daily operations without copying data between systems. Its products include Lakebase, a serverless Postgres database, Genie for conversational analytics, and Unity Catalog for governance.
dbt is a platform for building data transformations in SQL, with modular, tested and version-controlled pipelines. It includes dbt Catalog for interactive lineage across projects and columns, and dbt State, which rebuilds only the models that changed. It works with IDEs such as VS Code, Cursor and Claude Code and integrates with warehouses and platforms including Snowflake and Databricks.
Dremio is an open data lakehouse platform for analytics and AI workloads. Its query engine runs directly on Apache Iceberg tables, with an AI semantic layer, an Open Catalog based on Apache Polaris, and a built-in AI agent. It is sold as Dremio Cloud, a fully managed service on AWS, and as Dremio Enterprise, which can be self-hosted on Kubernetes, on-premises or in the cloud.
DuckDB is an analytical SQL database management system that can run in-process and be deployed from edge devices to servers. It reads and writes CSV, JSON, Parquet and Iceberg data locally or in object storage. Its Quack protocol, introduced in version 2.0, lets a DuckDB client access a remote DuckDB server. DuckDB is MIT-licensed and governed by the independent DuckDB Foundation.
Exasol is an in-memory analytics database that uses massively parallel processing to run data warehousing, analytics acceleration and AI/ML workloads. It can be deployed on-premises, in the cloud or in hybrid setups, and it can train and run Python, R and Java models directly inside the database. Its self-tuning engine automates indexing to reduce manual administration.
Firebolt is an open-source analytical database that uses a PostgreSQL SQL dialect. It runs as a single binary on a laptop and scales to clusters of hundreds of nodes and petabytes of data in the customer's cloud. It supports real-time and batch analytics over its own storage format and over Parquet and Iceberg.
Fivetran is an automated data movement platform that syncs data from SaaS applications and databases into cloud data warehouses through pre-built connectors. It also offers dbt-powered transformations, and after its merger with dbt Labs the combined company sells these alongside dbt Labs' products.
Greenplum is a massively parallel, shared-nothing data warehouse built on PostgreSQL. It runs as a master node, a standby master and multiple segment nodes connected by a high-speed network. It can be deployed on private, sovereign or public clouds, or on-premises. It is sold as a product of VMware Tanzu, part of Broadcom.
GaussDB(DWS) is a cloud data warehouse built on Huawei's GaussDB database, aimed at analyzing petabytes of data. It is compatible with ANSI SQL 99/2003 and the PostgreSQL and Oracle ecosystems. A DWS cluster can store up to 10 PB, and a 480-node cluster can reach 20 PB. It is available both on-premises and in the cloud.
Db2 Warehouse is IBM's data warehouse product, offered as client-managed software for private clouds, virtual private clouds and containers, and as a managed SaaS service on IBM Cloud, AWS and Azure. The SaaS version separates storage and compute and supports Apache Iceberg, Parquet, ORC and CSV formats. It includes workload management, disaster recovery, dashboards and machine learning model features.
Materialize is the live context layer for agents and apps. It lets engineering teams use SQL to transform siloed operational data into real-time data products they can trust. Organizations use it to deliver fresh context for AI agents, build search pipelines, and offload complex queries from OLTP databases.
Metabase is an open source business intelligence and embedded analytics platform that connects to databases and data warehouses. Teams build dashboards, query data with a visual query builder or the SQL editor, and get AI answers grounded in a governed semantic layer. Developers can also embed dashboards and self-serve reporting into their own SaaS applications.
Microsoft Azure is a cloud platform, and this profile covers two of its products. Foundry Agent Service is a managed platform for building and running production AI agents on Azure, and Fabric Data Warehouse is an enterprise-scale relational warehouse built on a data lake foundation. Fabric Data Warehouse stores its data in Delta tables on OneLake, which is built on Azure Data Lake Storage Gen2. Azure is a product line of Microsoft, headquartered in Redmond, Washington.
Microsoft Fabric is Microsoft's analytics platform, and its machine learning workloads include Spark notebooks, MLflow experiment tracking, a model registry and AutoML. Batch scoring writes predictions to Delta tables. Real-time inference and heavy GPU training are not its strengths, and Microsoft's architecture guide says it is not a replacement for a dedicated ML platform.
MotherDuck is a serverless cloud data warehouse built on DuckDB. Each user, dashboard and agent session gets its own isolated DuckDB compute instance, called a Duckling, which scales to zero between sessions. Users query with SQL and Python and can use Flights for scheduled pipelines, Dives for visualizations, Guides for agent context and an MCP server.
MySQL is an open source relational database, developed under Oracle and offered as a community project and as MySQL Enterprise Edition. MySQL HeatWave is a cloud service that runs transactions and lakehouse-scale analytics together, with integrated machine learning and generative AI. MySQL Enterprise Edition adds security, backup, scalability and management tools, with 24x7 technical support.
Oracle Autonomous Data Warehouse is a fully managed database tuned for data warehouse workloads, using the same Oracle Database software as on-premises. Automation covers provisioning, configuring, securing, tuning, scaling, patching, backing up, and repairing. It runs in Oracle public cloud and on Exadata Cloud@Customer in customers' own data centers. Oracle has renamed the product family Autonomous AI Database, and Autonomous AI Lakehouse is the next generation of Autonomous Data Warehouse.
PostgreSQL is an open source object-relational database system that uses and extends the SQL language. It has been in active development for nearly 40 years, runs on all major operating systems, and has been ACID-compliant since 2001. Add-ons such as the PostGIS geospatial extender extend its functionality.
SAP Datasphere is a SaaS platform for building data fabric solutions and a key component of SAP Business Data Cloud. It provides data integration, semantic modeling, data product capabilities, real-time replication, connectors, data federation, predictive modeling and SQL support. It is the successor to SAP Data Warehouse Cloud.
SingleStore Helios is a cloud database-as-a-service that runs transactions and analytics in one engine, with SQL, JSON, full-text search and vector search in a single multi-model store. It is MySQL wire-compatible, separates storage from compute, and can connect real-time data to open formats such as Apache Iceberg. The company was founded in 2011 as MemSQL.
Snowflake AI Data Cloud is a fully managed platform for ingesting, processing and analyzing data, and for building and sharing data and AI applications. It covers data engineering, analytics, AI, applications and collaboration, and transactional workloads on one platform. Its agents, CoWork and CoCo, run inside Snowflake's governed security perimeter.
Starburst is an enterprise intelligence platform built on Trino and Apache Iceberg. It runs SQL queries across data warehouses, data lakes, databases and SaaS sources in place, without copying the data. It is offered as a managed cloud service (Starburst Galaxy) and as a self-managed deployment (Starburst Enterprise).
StarRocks is an open-source MPP analytical database for real-time SQL over fresh data and over open lakehouse formats. It serves multi-table queries with low latency and high concurrency for applications and AI agents. The company behind it was renamed PhoenixAI in May 2026.
Teradata Autonomous Knowledge Platform unifies AI, analytics and data for enterprises. It runs across cloud, on-premises and hybrid environments. Teradata Cloud is available on AWS and Teradata Factory is available on-premises. The platform launched in May 2026 and reached general availability on July 15, 2026.
Trino is an open-source, distributed SQL query engine for big data analytics. It runs interactive, batch and high-volume queries directly against data where it sits, including Hadoop, S3, Cassandra and MySQL, and it is ANSI SQL compliant and works with BI tools such as Tableau and Power BI. The project is community driven and governed by the non-profit Trino Software Foundation.
Vertica is an analytics engine for data warehouse and data lakehouse workloads, offered across cloud, on-premises and hybrid environments. It is built on a columnar architecture with massively parallel processing. It is available as a SaaS option or as a customer-managed platform and connects to tools such as Tableau, Power BI and Looker.
Yellowbrick is a SQL data platform built on Kubernetes for enterprise data warehousing, ad-hoc and streaming analytics, and AI and BI workloads. It can be deployed in a customer's own cloud account, an on-premises data center, or at the edge. It supports streaming inserts from tools such as Kafka and offers SQL extensions for compatibility with Teradata, Oracle, Redshift and SQL Server. Customers pay per vCPU, on subscription or on demand.