Research Insights

Deep analysis and data-driven insights from our vehicle safety research. Discover patterns, trends, and findings that shape the automotive safety landscape.

Explore Advanced Analytics Suite Visit Research Library

Featured Research

Published on • 12 min read

Advanced Pattern Recognition in NHTSA Complaint Data

Using natural language processing and machine learning techniques, we analyzed over 5.3 million vehicle safety complaints to identify emerging defect patterns before they become widespread recalls.

NLP Analysis Machine Learning Predictive Models
Chart: Defect Pattern Recognition Timeline
Updated 2 days ago
Published on • 8 min read

Electric Vehicle Battery Safety: Trends and Predictions

A comprehensive analysis of battery-related safety incidents in electric vehicles, examining failure patterns, thermal runaway events, and predictive indicators for potential issues.

Electric Vehicles Battery Safety Thermal Analysis
Chart: EV Battery Incident Trends by Model Year
Updated 1 week ago

Research Categories

Data Analysis

Statistical analysis of vehicle safety data, trend identification, and pattern recognition research.

15 Articles

Predictive Models

Machine learning applications for predicting vehicle defects and safety issues before they escalate.

8 Articles

Industry Insights

Market analysis, regulatory insights, and automotive industry trend research and commentary.

12 Articles

Recent Research

Published on • Research Paper • 15 min read

Autonomous Vehicle Safety: Statistical Analysis of Edge Cases

A comprehensive study examining safety incidents in autonomous vehicles, focusing on edge cases and unusual scenarios that challenge current AI systems. Our analysis covers over 50,000 miles of autonomous driving data across multiple manufacturers.

Autonomous Vehicles Statistical Analysis Edge Cases AI Safety
Chart: AV Incident Types by Scenario
Published on • Data Analysis • 10 min read

Semiconductor Shortage Impact on Vehicle Safety Systems

Analyzing how the global semiconductor shortage has affected the implementation and reliability of advanced safety features in vehicles manufactured between 2021-2024.

Supply Chain Safety Systems Market Analysis
Chart: Safety Feature Availability Timeline

Stay Updated on Our Research

Get notified when we publish new research insights and analysis.

No spam. Unsubscribe at any time. Research updates only.