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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 the DataZone V2 domain and governance layer:

Service Usage Monthly Cost Notes

Amazon DataZone V2

1 domain, 10 projects

$50–100

Data catalog, governance, and subscription workflows

AWS Lake Formation

Tag-based access control

$0

No additional charge

Amazon Macie

S3 classification (bootstrap)

$5–20

Scales with data volume

Additional S3

Metadata storage

$5

DataZone metadata

Total

~$60–125

Add to solution data-storage costs

Cost Scaling Factors

Vehicle telemetry and EV operations (vehicle_telemetry_aggregated, charging_sessions, energy_usage, ota_campaigns):

  • Data volume: Costs scale with connected-vehicle fleet size

  • Query frequency: More Athena queries = higher costs

Customer data (customer_360, customer_interactions):

  • Data volume: Costs scale linearly with customer count

  • Query frequency: More Athena queries = higher costs

  • Downstream consumers can subscribe via DataZone V2 for BI or analytics workloads

Predictive Maintenance:

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