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Cutting Check-In & Triage Queues by 70%: Sub-500ms ElevenLabs v4 Voice AI + Deterministic CRM Gateways

This story is from 2026-10-22. It is preserved in the archive; the latest stories are on the live feed.

Why do callers hang up on traditional IVRs and early LLM voice bots? Latency and context amnesia. When a voice bot takes 2.5 seconds to respond—or asks a caller to repeat their name and account number after transferring—65% of first-time callers hang up. At Aria Technology Group (AriaWave) and Utel…

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  1. 2026-10-22 22:32 · DEV Community — AI
    Cutting Check-In & Triage Queues by 70%: Sub-500ms ElevenLabs v4 Voice AI + Deterministic CRM Gateways

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