Why it matters

LLM cost surprises hurt. FinOps supply chain shapes budget safety.

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The architecture

Budget caps per tenant.

Real-time cost monitoring.

Provider price alerts.

Abuse detection.

LLM FinOpsBudget capsper tenant + totalReal-time monitorspend + rateAbuse detectionanomaly alertsLLM prompt injection can trigger expensive completions; guard rails critical
FinOps supply chain.
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How it works end to end

Provider spend caps.

Real-time counters.

Per-tenant quotas.

Anomaly detection (unusual token counts).