Integrated platform delivers transparency, lifecycle validation, and real-world performance monitoring for AI in automotive and other safety-critical domains.
Keysight Technologies today announced the launch of Keysight AI Software Integrity Builder, a groundbreaking software solution designed to ensure trustworthy AI deployment in safety-critical environments such as automotive systems. As global regulations tighten and AI complexity grows, the solution offers a unified approach to validation, monitoring, and compliance.
Modern AI systems operate as dynamic, opaque entities, making it difficult for developers to guarantee safety and reliability. Emerging standards like ISO/PAS 8800 and the EU AI Act demand explainability and validation, yet lack clear implementation methods. Fragmented toolchains further complicate workflows, increasing the risk of compliance gaps.
“AI assurance and functional safety in vehicles are becoming critical challenges. Standards define the objectives, but not the path. Our solution bridges that gap with evidence-backed trustworthiness.”
— Thomas Goetzl, VP & GM, Automotive & Energy Solutions, Keysight Technologies
Keysight’s AI Software Integrity Builder addresses these challenges with a lifecycle-based framework that spans dataset analysis, model validation, real-world inference testing, and continuous monitoring. This integrated approach empowers engineering teams to answer the critical question: “What is happening inside the AI system, and how do I ensure it behaves safely in deployment?”
Key Capabilities Include:
- Dataset Analysis: Detects biases, gaps, and inconsistencies impacting model performance.
- Model-Based Validation: Explains decision-making and uncovers hidden correlations for transparency.
- Inference Testing: Evaluates real-world behavior, identifies deviations, and recommends improvements.
Unlike isolated tools, Keysight’s solution bridges the gap between training and deployment, validating not only what a model has learned but how it performs under operational conditions — a vital requirement for autonomous driving and other high-risk applications.
With AI Software Integrity Builder, Keysight enables organizations to move from fragmented testing to a unified AI assurance strategy, delivering systems that are transparent, auditable, and compliant by design.