Auto Interview AI https://www.autointerviewai.com/blog Auto Interview AI: Free AI-powered job prep platform. Build ATS-friendly resumes, check scores, search jobs, and practice interviews to land your dream job. en-us ajiteshleo@gmail.com (Auto Interview AI) ajiteshleo@gmail.com (Auto Interview AI) Tue, 02 Jun 2026 00:00:00 GMT https://www.autointerviewai.com/blog/ai-voice-agent-demo-production-gap-failure-modes-2026 Why Your AI Voice Agent Demo Worked Perfectly But Production Failed: The Demo-to-Production Gap That Kills 60% of AI Calling Deployments https://www.autointerviewai.com/blog/ai-voice-agent-demo-production-gap-failure-modes-2026 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. Tue, 02 Jun 2026 00:00:00 GMT ajiteshleo@gmail.com (Auto Interview AI) AI Calling ProductionVoice AI DeploymentAI Agent FailureDemo vs ProductionAI Calling LatencyModel DriftAI Voice QualityTough Tongue AIAI Calling ArchitectureProduction AI Scaling