Voice AI deployment engineers rolling out ElevenLabs agents in non-standard acoustic environments — factory floors, drive-throughs, hospital wards, outdoor kiosks — must characterise how ambient noise, reverberation, and hardware limitations degrade ASR transcription accuracy before choosing mitigation strategies.