Develop better FMEAs using Al

At the Virtual Customer Conference, Greg Gruska, Omnex Champion for ISO 26262 and Fellow of ASQ, delivered an insightful session on leveraging Artificial Intelligence (AI) to revolutionize Failure Mode and Effects Analysis (FMEA) processes. By integrating AI-driven tools, organizations can streamline FMEA development, reduce errors, and ensure compliance with global standards. This innovative approach enhances traceability, improves decision-making, and simplifies managing large datasets.

Greg introduced Omnex’s O-BOT, a configurable AI-powered tool pre-programmed with 300+ machine learning rules, which automates validation, recommends optimizations, and supports methodologies like AIAG VDA DFMEA and PFMEA. Features like automated inconsistency detection, design/process reuse libraries, and real-time validation significantly reduce FMEA development time while improving accuracy and scalability.

Key Takeaways:

• AI-Powered Tools: Automate manual processes, validate FMEAs, and recommend improvements.
• Efficiency Gains: Reduce development time, improve compliance, and minimize errors.
• Enhanced Traceability: Ensure alignment across systems, components, and processes.
• Standards Integration: Fully compatible with global frameworks like AIAG VDA Core Tools.

Contact Us to explore how Omnex’s AI-driven FMEA solutions can optimize your product and process development.

Author

Gregory Gruska

Greg Gruska - Omnex Champion for ISO 26262, and a Fellow of the American Society for Quality (ASQ) • Omnex Inc. Greg Gruska, Omnex Champion for Functional Safety and ASQ Fellow, specializes in ISO 26262 engagement, systems engineering, and reliability/safety analysis. With experience spanning various industries worldwide, including automotive, he excels in integrating Functional Safety into development processes. Formerly of General Motors, he managed Quality Engineering, focusing on statstics and new technology development. Greg’s expertise extends to Functional Safety, SOTIF, and hardware metrics, offering guidance to OEM teams. A prolific writer and speaker, he has published numerous works on quality management, statistical analysis, and risk control. Greg, a licensed Professional Engineer and ASQ certified Quality Engineer, is highly regarded as a risk management authority and active member of industry committees. He provides consulting, training, and software services in Ann Arbor, MI, with a specialization in Automotive Software and ISO compliance.