Curlsek AI Threat Modeling is an AI-driven service that analyzes application architecture, design documents, and code to identify potential security risks before development begins. The tool uses machine learning models to understand common attack patterns, emerging threats, and industry-specific risks. The service analyzes architecture diagrams, API specifications, and design documents to identify potential attack vectors and security weaknesses during the design and planning phases. Each identified threat is scored based on likelihood and potential impact, with specific actionable recommendations provided for mitigation. The AI models learn from thousands of real-world attack patterns to identify similar risks in new designs. The system automatically generates security requirements based on identified threats and integrates with existing development tools and processes. The AI continuously improves by learning from implemented fixes and adjusting recommendations over time. The tool follows a shift-left security approach, addressing security vulnerabilities during design and planning phases rather than after code is written, reducing the cost and effort required for remediation. It is designed for development teams, product architects, security-conscious organizations, agile development environments, and startups building new products.