Security architects deploying voiceprint-based authentication in banking, healthcare, or government contact centres must identify and mitigate spoofing attacks — replay attacks, voice cloning, and adversarial audio — before going live. They face a rapidly evolving threat landscape where ElevenLabs-quality voice synthesis tools are publicly accessible.