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Prevent security problems before they start with our comprehensive architectural security analysis. Using our proprietary SDSM.AI framework (Secure Design Systems Matrix for AI), we conduct a thorough evaluation of your AI architecture through threat-informed defense mapping and structural risk analysis to design systems that are secure by default and resilient against emerging threats. Our experts apply dependency mapping and attack graph modeling to identify critical security choke points and potential cascading failures that conventional security reviews miss. We then prioritize defensive measures using our Impact-Effort Matrix to maximize security ROI. Services include data encryption implementation, model access control design, API security hardening, and regulatory compliance guidance—all integrated with your MLOps workflow for continuous security posture monitoring. Ensure compliance with SOC 2, GDPR, HIPAA, and the EU AI Act while strengthening security against adversarial attacks, data poisoning, and model theft through a comprehensive security architecture that evolves alongside your AI systems.