# Plan your deployment
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This section provides deployment options, cost estimates, and resource requirements for implementing Predictive Maintenance in your AWS environment.

## Cost Breakdown
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 **Monthly costs** (us-east-1 region, 10K-50K vehicles):


| Service | Usage | Monthly Cost | Notes | 
| --- | --- | --- | --- | 
| Amazon SageMaker Training | ml.m5.xlarge, 4 hours/week | $50 | Weekly model training | 
| Amazon SageMaker Inference | ml.m5.large, 2 instances | $200 | Daily batch transform jobs | 
| AWS Lambda | 5M invocations | $10 | Query, processing, alerts | 
| Amazon DynamoDB | 1M reads, 100K writes | $5 | Alert storage | 
| Amazon SNS | 10K notifications | $0.50 | Email and SMS alerts | 
| Amazon API Gateway | 1M requests | $3.50 | Alerts API | 
| AWS Step Functions | 10K executions | $2.50 | ML and filtering pipelines | 
| CloudWatch Logs | 20 GB/month | $10 | Logging and monitoring | 
|  **Total (10K vehicles)**  |  |  **\~$355**  | Scales with fleet size | 
|  **Total (50K vehicles)**  |  |  **\~$650**  | Higher Glue and SageMaker costs |