Bosch AIShield

Bosch AIShield is a cybersecurity product from Bosch focused on protecting artificial intelligence systems and machine learning models against adversarial attacks and emerging AI-specific threats. The product addresses a category of cybersecurity distinct from traditional approaches, targeting vulnerabilities unique to AI systems across their full lifecycle — from training data through deployment.

AIShield provides two core capabilities: vulnerability analysis of AI models and endpoint protection against novel AI-specific attack vectors. Its API-first architecture is designed to integrate into existing AI software toolchains.

The platform supports use cases including computer vision and cloud-based AI systems, and includes capabilities for monitoring model drift, performance, fairness, and explainability in addition to security functions.

The company targets AI-first organizations, including enterprises, technology consulting firms, and healthcare and MedTech companies. In the healthcare vertical, AIShield addresses AI-based medical devices and Software as a Medical Device (SaMD), helping customers manage regulatory compliance (e.g., FDA requirements and EU AI Act) alongside security risk mitigation.

A partnership with Greenlight Guru extends this into quality management workflows for medical device manufacturers.

AIShield positions its offering as a layer of defense that goes beyond traditional defense-in-depth and cloud shared responsibility models, which it notes do not cover AI-specific security. The platform supports boards and C-level executives in understanding and managing AI security risk from a governance and fiduciary perspective, in addition to providing technical security tooling.