Agentic AI Costs, from Multi-Tenant Attribution to the AWS FinOps Agent

**Abstract:**

Agentic AI is moving fast. Teams are shipping multi-agent architectures, tool use, and orchestration patterns into production. But one important question gets far less attention than it should: **do you actually know what your agents cost, and who is driving that cost?**

**Part 1: Protecting Your Margins: Cost Visibility for Multi-Tenant Agents on Amazon Bedrock Agent

Core** This part is for IS

Vs and platform teams offering agentic features to many customers. We'll cover:

* Why cost management for multi-tenant agents is harder than traditional cloud cost management

* What goes into the cost of a single agent invocation, beyond token costs

* A cost attribution hierarchy: reasoning step, agent, workflow, user and tenant

* Combining billing data with telemetry for per-tenant cost attribution

* Multi-tenant patterns on Agent

Core, including attribution by instrumentation in pooled models

* **Live Demo:** per-tenant cost attribution in action

**Part 2: Meet the AWS Fin

Ops Age