Initial import NDC_1C

docs/ARCH/validation_run_2026-03-23/benchmark_final_verdict.md

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+# Benchmark Final Verdict
+
+## Verdict
+
+`adopt_with_improvements`
+
+## Key numbers
+
+- Questions total: `35`
+- Route mismatches: `7`
+- Degraded answers: `0`
+- Avg latency ms: `506.43`
+- p95 latency ms: `1024.5`
+
+## Recommendation
+
+1. Fix ontology unknown mapping hotspots.
+2. Tune heavy-route threshold (`store_feature_risk` vs `batch_refresh_then_store`).
+3. Implement full production orchestration runtime.