Data & AIAI Cost Optimization
AI Cost Optimization Center
Provider utilization, token economics, prompt efficiency and workflow optimization across the existing AI infrastructure.
Monthly AI spend
8.4%
$447.6K
vs prior 30 days
Tokens / day (B)
6.2%
4
Across all providers
Cache hit rate
4.1%
62%
Optimizer enabled
Avg cost / workflow
11.2%
$0
Down 31% YoY
Provider spend
Cost distribution across upstream AI providers
Optimization recommendations
Switch Tier-1 Support Triage from GPT-4o to Claude Haiku batch
$12,400/mo savings
Enable prompt caching on Invoice Reconciliation pipeline
$8,200/mo savings
Reduce max_tokens on Shipment Exception Routing
$2,100/mo savings
Move LegalFlow embeddings to Dust Internal Models
$4,800/mo savings
Token utilization heatmap
7-day × 24-hour usage intensity
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