Voice AI agents are entering enterprise telephony, but integrating them with legacy telecom systems is far from trivial. The core pipeline requires LLMs, speech-to-text, text-to-speech, turn-taking logic, and a telephony gateway. Key technical challenges include managing latency (ITU recommends under 400ms mouth-to-ear),
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