Voice AI Payments: 14 Data-Exposure Tests Before Any Card Is Entered

Voice AI systems must undergo rigorous validation before handling sensitive data. For payments, 14 data‑exposure tests ensure that card numbers never reach the speech model, transcripts, recordings, analytics, or downstream CRM; entry is routed through a separate, auditable capture path. Similar 14‑step checks apply to load bookings and invoice reminders, guaranteeing that “confirmed” status only appears after durable system records exist and accounts are reconciled.