SME Audit: FINOPS & ROI ANALYSIS

The Economist (FinOps Principal) has verified token efficiency against the semantic cache telemetry. Margin health is optimal.

## 📊 Economic Evidence

    📊 Analyzing Agent Performance & ROI...
    💰 Token usage: 48.2K saved per 100K requests
    🧠 Semantic Cache hit rate: 64%
    ⏱️ Latency: 2.1s avg reduction per turn (Inference saving)
    📈 Estimated Monthly Savings: $2,400.
    Conclusion: Positive ROI confirmed for Q1.