Agent Bill Agentic Chat for AI Cost Governance and CFM on AWS

MCP and Agentic Chat for AI Cost Governance and CFM Governance on AWS

Every governance role has questions only their data can answer. A FinOps Lead needs to know which Bedrock models are generating allocation gaps. A Product Owner needs to understand why their AI workload was flagged and what approval they need. A Portfolio Owner needs their AI Governance Scorecard before the investment review.

Agent Bill answers these questions in real time and acts on them. This is not a general-purpose AI assistant. Agent Bill is a purpose-built governance agent with role-scoped access, 25 MCP tools exposing FinOps Center processes, and execution capability that routes actions to the right system: remediation to the FinOps Lead workflow, engineer tasks to Jira, approval requests to the Portfolio Owner gate.

Agent Bill requires an active FinOps Center subscription.

Built on AWS-Native Agentic Infrastructure

Amazon Bedrock AgentCore Runtime: orchestrates MCP tool execution across FinOps Center governance processes Amazon Bedrock AgentCore Identity: OAuth 2.0 user-scoped authentication enforcing role-based access at the identity layer Amazon Quick: embedded conversational interface with curated Topics per governance persona QuickSight datasets and Athena queries: curated, role-aware data access with no raw query exposure

AI Cost Governance Queries

Which models are generating the highest unattributed cost this month? Which workloads have open allocation gaps by category? What is our AI Governance Scorecard maturity level across the portfolio? Which AgentCore workloads are missing business case approval?

CFM Governance Queries

What is the CFM Scoreboard grade for my portfolio this quarter? Which estimates are approaching the approval gate threshold? What is our MAP compliance rate and which resources are at risk? Which Savings Plans are expiring in the next 90 days?

Actions Agent Bill Takes

Route allocation gap remediation to FinOps Lead workflow Create and assign Cloud Engineer tasks in Jira Trigger model approval request to Portfolio Owner Flag unclaimed AI allocations for business case creation

Role-Aware by Design

Every Agent Bill session is scoped to the authenticated user's IAM identity and financial scope. A Product Owner sees their workloads. A FinOps Lead sees their portfolio. A Portfolio Owner sees their business unit. No cross-scope data exposure between personas.

Prerequisites and Deployment

Prerequisites:

Active FinOps Center subscription (Growth, Standard, or Enterprise) Amazon Quick Professional license per Agent Bill user (additional cost, sourced separately from AWS) Amazon Bedrock access enabled in your deployment region Amazon QuickSight available in your deployment region

Amazon Quick Professional licenses are assigned to users during Agent Bill persona configuration. This license is not included in the Agent Bill subscription and is billed directly by AWS.

Deployment: Deployed via CloudFormation into your AWS estate alongside FinOps Center. No data leaves your AWS account boundary.

Security and Data Residency

All data remains within your AWS account boundary. Agent Bill sessions are authenticated via Amazon Bedrock AgentCore Identity using OAuth 2.0. Role-based access is enforced at the IAM identity layer. No cross-scope data exposure between personas.

Pricing

Agent Bill uses metered pricing. See the Pricing tab for current dimensions and rates. An active FinOps Center subscription (Growth, Standard, or Enterprise) and Amazon Quick Professional licenses per user are prerequisites and billed separately.

About Cloud Scal3 Inc.

Cloud Scal3 builds AWS-native products that close visibility, governance, and execution gaps in AI cost and Cloud Financial Management for business stakeholders. AWS Technology Partner and ISV Accelerate participant. Products deploy entirely within your AWS estate.

Get Started

Book a guided Agent Bill walkthrough at cloudscal3.com or contact the team to discuss your governance personas and deployment.