AWS Bedrock
LLM Cost Management & Model Spend Observability
AWS Bedrock gives enterprises access to foundation models from Anthropic, Meta, Mistral, Amazon Titan, and others — all billed through AWS. As Bedrock usage scales across teams and applications, model invocation costs compound alongside existing EC2, S3, and data transfer expenses. AquilaClouds Andromeda™ unifies Bedrock LLM costs with your broader AWS spend — giving FinOps teams complete visibility into AI model consumption as part of their existing AWS cost management workflow.
Unify AWS Infrastructure and Bedrock LLM Costs
What teams can achieve with Andromeda on AWS Bedrock
Per-model cost tracking across all Bedrock-hosted models: Claude, Llama, Titan, Mistral, Cohere
Unified visibility across AWS infrastructure and Bedrock model invocation costs
Token and invocation-level cost breakdown by team, account, and application
Cost allocation and chargeback for Bedrock usage to departments and projects
Budget thresholds and alerts for Bedrock model spend by team and account
Spend forecasting based on Bedrock invocation growth trends
Agent Sherlock conversational queries across AWS and Bedrock costs simultaneously
AWS Bedrock Use Cases & Value
How AquilaClouds Andromeda™ supports AWS Bedrock
Unified AWS and Bedrock cost visibility
Organizations deploying AI on AWS often see Bedrock costs surface as a growing line item in AWS billing — but without the granularity to understand which models, teams, or applications are responsible. Andromeda maps every Bedrock model invocation to an account, team, and use case — contextualizing AI costs within the broader AWS spend picture that FinOps teams already manage.
Granular cost attribution for Bedrock invocations
Bedrock’s multi-model architecture means cost drivers change depending on which foundation model is invoked and how frequently. Andromeda tracks costs at the model, invocation type, and team level — giving engineering and finance teams the data to optimize model selection based on cost-to-performance trade-offs.
Proactive governance before Bedrock costs impact AWS budgets
Bedrock usage can escalate rapidly as more teams build on foundation models. Andromeda enables FinOps teams to set account-level and team-level Bedrock budget thresholds with automated alerts, ensuring AI model costs are governed with the same rigour as EC2 and data transfer spend.