BurnScope detects retry storms, model misrouting, repeated context, and workflow-level overspend in your agentic AI systems. In dollars. Without changing a line of runtime code.
Your dashboards track requests, latency, and token counts. But nobody tells you which workflow is hemorrhaging money, why your support agent retried 47 times in one session, or that you're running GPT-4o on tasks a $0.15/M-token model handles fine. BurnScope does.
Failed or duplicated calls looping within a single workflow session. Often invisible until the invoice.
avg $800–$2,400/wk wastedPremium models handling tasks that cheaper alternatives absorb with identical quality. The most common leak.
avg $600–$1,800/wk wastedThe same conversation history or system prompt resent without proportional value. Token bloat that compounds daily.
avg $400–$1,200/wk wastedCertain endpoints, sessions, or job types consuming far more than expected. No budget, no visibility, no owner.
avg $300–$900/wk wastedWrap your OpenAI or Anthropic calls with our SDK. No routing changes. No runtime behavior modified.
zero riskWeekly report in dollars: spend by workflow, top waste events, estimated savings per pattern.
week 1 valueSee what happens if you cap, downgrade, or throttle specific workflows. Before flipping a single switch.
shadow modeHelicone, Langfuse, and Portkey show you what happened. BurnScope tells you what to do about it. Built for teams spending $5k–$30k/month who want to stop guessing where the money goes.