The Keysight AI Software Integrity Builder enables rigorous validation and lifecycle maintenance of AI-enabled systems to ensure trustworthiness. As AI development grows in complexity, the software delivers transparent, adaptable, and data-driven assurance tailored for safety-critical applications, including automotive systems.
The decision-making behavior of AI models, especially deep neural networks, is difficult to interpret, complicating the identification of dataset limitations and model failure modes. Regulatory frameworks, including ISO/PAS 8800 for automotive AI and the EU AI Act, require demonstrable explainability and validation without defining clear implementation methods.
AI Software Integrity Builder delivers a unified, lifecycle-based framework that provides regulatory evidence and supports continuous AI model improvement. Unlike fragmented toolchains, it integrates dataset analysis, model validation, real-world inference testing, and continuous monitoring. This enables validation of both learned behavior and operational performance for high-risk applications such as autonomous driving.
To learn more about the Keysight AI Software Integrity Builder (AX1000A) and request a quote, visit the product page linked below.