Bosch AIShield offers two AI security products designed to protect machine learning models and generative AI applications, both integrated with AWS cloud infrastructure. **AIShield AI Security Platform** A security platform that integrates with Amazon SageMaker to protect AI/ML models throughout their development and deployment lifecycle. It provides defense mechanisms against adversarial threats targeting AI applications within the SageMaker environment. Use cases include protecting AI-driven fraud detection systems in finance, safeguarding ML algorithms in manufacturing and IoT, and securing AI-powered software development tools against intellectual property breaches. **AIShield GuArdIan** A guardrail-focused security layer designed for generative AI and large language model (LLM) adoption. It integrates with Amazon Bedrock to address security and compliance challenges associated with generative AI applications. It supports responsible use of generative AI across regulated industries such as healthcare (patient interaction bots, sensitive data management) and finance (compliance-centric processes). Both products are available on the AWS Marketplace and are optimized for AWS cloud infrastructure. They are designed to support compliance and responsible AI usage across sectors including healthcare, finance, software development, and manufacturing.