Manage multi-tenant Amazon Bedrock costs using application inference profiles

This article discusses managing multi-tenant Amazon Bedrock costs using application inference profiles, offering a comprehensive solution for tracking and controlling generative AI service expenses.

• Application inference profiles enable granular cost tracking by associating metadata with each inference request
• Solution includes creating CloudWatch dashboards, SNS alerts, and an API Gateway endpoint for cost monitoring
• Provides a GitHub sample solution that demonstrates:
  • Tracking usage across multiple tenants
  • Creating tenant-specific cost allocation
  • Implementing multi-level alerting system
• Key features include:
• Tagging requests with tenant ID, business unit, or application ID
• Creating alarms for token costs, tokens per minute, and requests per minute

The solution helps organizations implement sophisticated cost management for multi-tenant generative AI services, providing visibility and control over resource consumption.