An AI-powered app built on Amazon Bedrock (PartyRock) that generates tailored AWS architecture recommendations from plain-English project descriptions — in seconds.
No AWS account or credit card required.
Paste in your project idea, choose your scale, budget, and priority — and the app instantly generates:
- ✅ Recommended AWS services with explanations
- ✅ Estimated monthly cost range
- ✅ Architecture rationale tailored to your constraints
- ✅ Key tradeoffs and warnings to consider
- Describe your project in plain English
- Select your expected traffic scale (Low / Medium / High)
- Choose your budget range (Small / Medium / Large)
- Pick your top priority (Cost / Performance / Reliability)
- Hit Generate and get your architecture plan
| # | Project Type | Scale | Budget | Priority |
|---|---|---|---|---|
| 1 | Food delivery app with real-time tracking | High | Medium | Performance |
| 2 | Internal HR portal for 50 employees | Low | Small | Cost |
| 3 | Retail sales data pipeline + executive dashboard | Medium | Medium | Reliability |
Input:
"A retail company wants to collect sales data from 200 stores daily, process it overnight, and generate a dashboard report every morning for executives." Scale: Medium | Budget: Medium | Priority: Reliability
Architecture Generated:
| Layer | Service | Purpose |
|---|---|---|
| Ingestion | S3 + AWS Transfer Family (SFTP) | 200 stores upload daily CSV files |
| Queueing | SQS + Dead Letter Queue | Decouple uploads from processing |
| ETL | AWS Glue + Glue Data Quality | Nightly transformation & validation |
| Orchestration | AWS Step Functions | Retry logic, state machine pipeline |
| Scheduling | Amazon EventBridge | Trigger pipeline nightly at 11 PM |
| Warehouse | Amazon Redshift Serverless | Analytical queries, historical trends |
| Ad-hoc | Amazon Athena | Pay-per-query analysis on S3 |
| Dashboard | Amazon QuickSight (SPICE) | Pre-cached executive dashboard |
| Security | KMS + IAM + Secrets Manager | Encryption, least privilege, rotation |
| Monitoring | CloudWatch + CloudTrail | Alarms, audit logs, pipeline health |
Estimated Monthly Cost: ~$465–$895/month
Key Reliability Features:
- Step Functions auto-retry on every pipeline step
- S3 Cross-Region Replication for disaster recovery
- CloudWatch alarm if fewer than 190/200 stores upload
- QuickSight SPICE pre-caches data before executives arrive
📄 See full outputs for all three test cases in
sample-outputs/
aws-cloud-architecture-advisor/
│
├── README.md
└── sample-outputs/
├── food-delivery-platform.md
├── hr-portal.md
└── retail-data-pipeline.md
- Amazon Bedrock — Foundation model inference
- PartyRock — No-code AI app builder
- AWS service knowledge across compute, storage, data, and security domains
Built as a portfolio project to demonstrate AWS solution design thinking across multiple use cases — from serverless microservices to batch data pipelines.