Pinaca-Translate operates entirely on-device and air-gapped. The application does not collect, store, transmit, or share any user data, audio recordings, or translated text with external cloud servers or third parties. All device-to-device communication occurs strictly over your encrypted local area network (LAN) via Apple’s MultipeerConnectivity framework.