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AI Calling ProductionVoice AI DeploymentAI Agent Failure
Why Your AI Voice Agent Demo Worked Perfectly But Production Failed: The Demo-to-Production Gap That Kills 60% of AI Calling Deployments
Why 60% of AI voice agent deployments fail between demo and production. Covers the 7 technical failure modes: latency degradation under load, STT accuracy collapse in real-world noise, model drift over time, hallucination escalation, telephony infrastructure fragility, conversation state management failures, and the observability gap. Includes the exact diagnostic framework and production hardening checklist used by teams that survive the transition.