Deepfake detection has moved from an academic curiosity to a core operational requirement for any organization running identity verification at scale. The AI-generated synthetic media threatening Know Your Customer (KYC) pipelines, onboarding workflows, and biometric authentication systems bears little resemblance to the crude face-swaps of five years ago. Deepfake files continue to surge, along with…