Voice cloning of real individuals' voices is inherently high-risk biometric data processing. Consent management responsibility falls on the customer — Resemble enforces consent at platform level but cannot verify real-world consent chain. Litigation environment around AI voice cloning is active (Lehrman & Sage case in same sector). Retention timelines for cloud-hosted voice models not fully specified.
Use on-premise or air-gapped deployment for maximum data sovereignty. Maintain rigorous written consent records for all voice cloning subjects. Use built-in audio watermarking for all outputs. Enable deepfake detection for output verification. Review and sign enterprise DPA for GDPR workflows.