Track LLM token costs across agents, models, and departments. ROI calculator shows governance savings vs. manual equivalent. Budget alerts and trend analysis.
Automatic cost event creation from telemetry when token counts and model IDs are present. Track input tokens, output tokens, and estimated cost per action. Aggregate by time window (24h, 7d, 30d), agent, model, department, or action type.
Configure human hourly rate and minutes-per-action to calculate manual equivalent cost. Compare against actual AI spend to show savings percentage. Demonstrate governance ROI: prevented incidents, blocked unauthorized actions, and compliance automation savings.
// ROI calculation
{
"windowMs": 604800000,
"aiCost": "$1,247.50",
"manualEquivalent": "$18,750.00",
"savings": "$17,502.50",
"roiPercent": 93.3,
"eventCount": 15000,
"avgCostPerAction": "$0.083"
}Breakdown view groups costs by department, agent, model, or action. Identify top spenders and cost outliers. Set budget thresholds with alerts when spend approaches limits. Trend analysis shows cost trajectory over time.
Automatic cost tracking from telemetry token counts
Per-model pricing with input/output token differentiation
ROI calculator with manual-equivalent comparison
Breakdown by department, agent, model, or action
Budget threshold alerts for cost control
Trend analysis with 24h, 7d, and 30d windows