AI Cost Optimizer

Cut your AI spend by 60%
without sacrificing performance

Nova monitors every token, every API call, and every model invocation across your AI fleet. See exactly where your budget is going, identify prompt caching opportunities, and get alerted before cost anomalies blow through your monthly allocation. Stop guessing what your AI agents cost, start knowing.

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app.novaaiops.com · AI Cost Optimizer
● LIVE
Nova AI Cost Optimizer Dashboard
60%
Token savings
Real-time
Prompt caching analytics
24/7
Budget burn tracking
<60s
Cost anomaly alerts
Token Usage Intelligence

Know exactly where every token goes: and which ones are wasted

Nova instruments every AI agent call and breaks down token usage by agent, team, task type, and model. You'll see which agents are burning through context windows with bloated prompts, which tasks could use a smaller model, and where prompt caching could save thousands of dollars per month. Granular usage data replaces gut feelings about AI costs.

  • Per-agent token breakdown — input tokens, output tokens, cached tokens, and wasted tokens for every agent in your fleet
  • Model routing suggestions — Nova identifies tasks running on expensive models that could use cheaper alternatives without quality loss
  • Trend analysis — daily, weekly, and monthly token consumption trends with forecasting for budget planning
app.novaaiops.com · Token Analytics
Token usage intelligence dashboard
Prompt Caching Analytics

Stop paying for the same prompt twice: caching saves up to 90% per call

Nova tracks prompt cache hit rates across your entire AI fleet and identifies the highest-value caching opportunities. See which system prompts, few-shot examples, and tool definitions are being sent repeatedly without caching. One-click optimization suggestions let you add cache breakpoints where they'll have the biggest impact on your bill.

  • Cache hit rate monitoring — real-time visibility into cache hits, misses, and savings across every agent and model
  • Optimization recommendations — ranked list of prompt sections where adding caching yields the highest dollar savings
  • Cache lifetime tracking — monitor TTL expirations and adjust prompt structures to maximize cache reuse
app.novaaiops.com · Prompt Caching
Prompt caching analytics
Budget Burn & Anomaly Detection

Get alerted before your AI budget blows: not after

Set monthly and weekly budgets per team, per agent, or globally. Nova tracks burn rate in real time and projects when you'll hit your limit. When a runaway agent starts consuming 10x its normal token volume at 2 AM, you'll get an alert within 60 seconds, not a surprise invoice at the end of the month.

  • Burn rate projections — real-time forecast shows when each budget will be exhausted at current consumption rates
  • Anomaly detection — statistical deviation alerts catch runaway agents, prompt injection attacks, and infinite loops
  • Auto-throttle policies — automatically rate-limit or pause agents that exceed configurable cost thresholds
app.novaaiops.com · Budget Burn Rate
Budget burn rate and anomaly detection

Stop overpaying for AI operations

See how Nova's AI Cost Optimizer cuts token spend by 60% while keeping your agents running at peak performance.

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