From Monolithic Blending to Agentic Orchestration: Dynamic Response for Conversational Assistants at Scale
Serving optimizations cut orchestrator P90 latency from 3.87s to 2.24s on a GPU footprint reduced by roughly one-third, and self-hosting reduces estimated annual model-serving cost by more than an order of magnitude.