Control Objectives
Cost Attribution Completeness
Ensure all agent-related spending is attributed to appropriate cost centers for accountability and budget management.
Unaccountable spending
% spend attributed to cost centers
Budget Authorization and Limits
Implement budget controls and spending limits to prevent runaway costs from agent operations.
Runaway costs
Budget compliance rate
Unit Economics Visibility
Establish cost-per-task baselines for agents to understand unit economics and identify inefficiencies.
Hidden inefficiency
% agents with cost-per-task baseline
Economic Anomaly Detection
Detect and alert on unusual spending patterns that may indicate problems or abuse.
Undetected cost problems
Mean time to detect anomaly
ROI Accountability
Track actual ROI against projections to ensure agents deliver promised business value.
Value destruction from poor agents
% agents meeting ROI targets
Financial Reporting and Transparency
Provide accurate, timely financial reporting on agent costs to enable informed decision-making.
Poor decisions from bad data
Data accuracy rate
Cost Optimization Execution
Act on cost optimization recommendations to eliminate persistent inefficiencies.
Persistent inefficiency
Optimization recommendation closure rate
Chargeback/Showback Accuracy
Ensure accurate cost allocation and chargeback mechanisms to avoid disputes and maintain trust.
Disputed or incorrect allocations
Allocation dispute rate
Quick Reference
| ID | Objective | Primary Risk Addressed | Key Metric |
|---|---|---|---|
| FIN-01 | Cost Attribution Completeness | Unaccountable spending | % spend attributed to cost centers |
| FIN-02 | Budget Authorization and Limits | Runaway costs | Budget compliance rate |
| FIN-03 | Unit Economics Visibility | Hidden inefficiency | % agents with cost-per-task baseline |
| FIN-04 | Economic Anomaly Detection | Undetected cost problems | Mean time to detect anomaly |
| FIN-05 | ROI Accountability | Value destruction from poor agents | % agents meeting ROI targets |
| FIN-06 | Financial Reporting and Transparency | Poor decisions from bad data | Data accuracy rate |
| FIN-07 | Cost Optimization Execution | Persistent inefficiency | Optimization recommendation closure rate |
| FIN-08 | Chargeback/Showback Accuracy | Disputed or incorrect allocations | Allocation dispute rate |