Midora AI Case Study # 1: Auto Mode Routing

How keyword-based routing was misclassifying mixed queries and adding 800ms+ of visible latency. Fixed with a feature-based lightweight classifier running in under 30ms, parallel model warm-up to hide the classification overhead, a capability-weighted scoring system that balanced complexity and cost, and a user feedback loop feeding weekly retraining.