AWS
Data & Analytics
intermediate
Redshift Warehouse + BI — AWS Architecture Template
Glue extracts operational data into S3 staging, loads Redshift, and a BI server queries curated marts.
Why this architecture works
- Staging through S3 and COPY-loading Redshift is far faster and cheaper than row-by-row inserts
- ETL runs against staging data, never the operational database, protecting production latency
- Redshift columnar storage and distribution keys are purpose-built for the aggregations BI tools issue
- KMS encryption on staging and the cluster keeps regulated data encrypted end to end
- Query and load metrics in CloudWatch flag WLM queue contention before dashboards slow down
What's inside (8 resources)
Operational DB
aws-rds
Glue ETL
aws-glue
Staging Bucket
aws-s3
Redshift Cluster
aws-redshift
BI Server
aws-ec2
Encryption
aws-kms
ETL Role
aws-iam
Load Monitoring
aws-cloudwatch
From template to running infrastructure
- Open this template in the CloudForge visual designer (free account, no credit card).
- Customize resources, names, and connections on the drag-and-drop canvas — or ask Vani, the AI architect, to adapt it.
- Generate production-ready Terraform or CloudFormation in one click.
- Review the plan diff and security scan, then deploy with human approval.