Blog
Proprietary data, insights, case studies and new ideas for the best performing companies
Traceability in Automotive Manufacturing
Learn how automotive traceability supports recalls, supplier quality management, and root cause analysis by helping manufacturers connect quality data more effectively.
The Limits of Spreadsheets in Quality Risk Management
Spreadsheets are widely used in quality management, but they often create fragmented data and limited risk visibility. This article explores why structured quality data is essential for managing operational risk and improving underwriting decisions.
How Quality Data Can Improve Insurance Risk Evaluation
How can insurers assess product recall risk beyond historical claims and questionnaires? Explore how structured quality data improves underwriting and pricing accuracy.
Stellantis Recalls 700,000 Hybrid Vehicles Over Fire Risk
Stellantis is recalling up to 700,000 hybrid vehicles due to a potential fire risk. Here’s what caused the issue and how to check if your vehicle is affected.
Specialty Vehicle Recalls
Specialty vehicle recalls are different: downtime affects essential services, not just customers. Using NHTSA recall data from 2020–2025, this article shows where recall volume concentrates, and what it means for manufacturers and insurers
Top Recalled Components
This analysis examines NHTSA recall data to identify which vehicle components drive the highest recall volumes, and how these patterns evolve across modern automotive platforms, From traditional systems to emerging electronics and EV-related architectures.
