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Plan your deployment - Guidance for an Automotive Data Platform on AWS

Plan your deployment

Platform Foundation Cost Breakdown

Additional monthly costs for SageMaker Unified Studio:

Service Usage Monthly Cost Notes

SageMaker Unified Studio

1 domain, 10 users

$100-200

Varies by usage

Amazon DataZone

1 domain, 10 projects

$50

Data catalog and governance

AWS Lake Formation

Cross-region shares

$0

No additional charge

Additional S3

Metadata storage

$5

DataZone metadata

Total

~$155-255

Add to solution costs

Cost Scaling Factors

Customer 360:

  • Data volume: Costs scale linearly with customer count

  • Query frequency: More Athena queries = higher costs

  • Quick Suite users: Each author/reader adds to monthly cost

  • Bedrock usage: Token consumption varies by query complexity

Predictive Maintenance:

  • Fleet size: Larger fleets require more Glue and SageMaker capacity