Wide variety of token and model types.
Voluminous transactions disconnected from business context.
Erratic usage patterns and frequent model pricing changes.
Track, manage, budget model consumption across providers seamlessly.
Real-time spend and consumption data to instantly act on anomalies or cost drivers.
Achieve the same outcomes for less with budgeting policies that chooses the least‑cost model or prioritizes pre‑committed spend.
Non-Intrusive Observability
Intercept and understand GenAI consumption without disrupting endusers.
Ownership Attribution
Identify cost drivers with extracted traffic intelligence and assisted workflows.
Team-Specific Showback
Pivot consumption data and constrain access by team to instantly provide dashboards tailored to each GenAI end user.
Consumption Tracking
Analyze historical trends to pinpoint cost drivers and patterns.
Live Alerts
Instant notification to cost spikes and quota violations.
Cross-Provider Comparisons and Analytics
Track enterprise-wide consumption patterns across all models, providers, users, apps to identify waste and act on saving opportunities.
Quota Setting
Set and monitor quotas across models, providers, teams, and apps.
Budget Optimization
Set budget policies that dynamically change model consumption by price, provider, or team to achieve ROI targets.