AWS category
Analytics
Generated July 9, 2026
Data analytics, search, streaming, BI, and lakehouse services for production insight pipelines.
Analytics services
21 entries| Service | Category | Production use | Before production | Link |
|---|---|---|---|---|
Ask the right questions to build your modern data architecture on AWS services | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
The center for all data, analytics, and AI | Analytics | Train, deploy, and operate ML models for production inference. | Version models, use model registry, endpoint autoscaling, monitoring, rollback, drift checks, and data governance. | Docs |
No-code integration for SaaS apps and AWS services | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Query data in Amazon S3 using SQL | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Collaborate and analyze collective datasets without sharing raw data | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Managed search service | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Find, subscribe to, and use third-party data in the cloud | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Fully managed real-time streaming data delivery service | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Orchestration service for periodic, data-driven workflows | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Unlock data across organizational boundaries with built-in governance | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Hosted Hadoop framework | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Link records stored across multiple applications, channels, and data stores | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Store, catalog, prepare, and analyze financial industry data | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Simple, scalable, and serverless data integration | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Analyze real-time video and data streams | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Build a secure data lake in days | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Process and analyze streaming data using Apache Flink | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Fully managed Apache Kafka service | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Deploy, operate, and scale OpenSearch clusters in the AWS Cloud | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Fast business analytics service | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
Fast, simple, cost-effective data warehouse service | Analytics | Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. | Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. | Docs |
No matching service guidance found.