Full-Spectrum Synthetic Organizations: How AI Closes the Last Verification Gap for Under $500

Demonstrates that a complete organizational impersonation infrastructure—fabricated company, deepfake-capable executives, compromised AI model contamination, and customer-facing operations—can be established for under $500 initial cost. The attack exploits three convergent vectors: real-time deepfake generation, recursive AI training data contamination, and the governance gap affecting 73% of organizations. Presents Helix Fabric v2 with eight independent detection vectors achieving greater than 0.85 detection confidence.