Method and system for AI-supported product development and testing tool
The method and system leverage a trained machine learning algorithm and verification tool to address complex AI evaluation challenges, ensuring safety-critical product development by automating the review process and reducing errors.
Patent Information
- Application Number
- DE102024137985
- Authority / Receiving Office
- DE · DE
- Patent Type
- Applications
- Current Assignee / Owner
- Filing Date
- 2024-12-16
- Publication Date
- 2026-06-18
AI Technical Summary
Existing AI systems lack effective methods to evaluate and handle complex process requirements, particularly in safety-critical product development, leading to potential field failures due to unreviewed interdependencies and inconsistencies in large sets of requirements.
A method and system utilizing a trained machine learning algorithm to generate product components, followed by a verification tool to check for deviations from individual constraints, with iterative updates to improve the algorithm and reduce errors.
Enhances product safety by automating the review process, reducing time-consuming manual checks, and improving quality by identifying and correcting inconsistencies, thereby preventing field failures.
Smart Images
Figure 00000000_0000_ABST
Abstract
Citation Information
Patent Citations
Characterizing failures of a machine learning model based on instance features
US20230162096A1
Handling system-characteristics drift in machine learning applications
US20240232722A1
Method and system for the automated design of an electromechanical component
DE102023119893A1