Automotive manufacturers have invested billions in digital transformation over the past two decades, achieving meaningful gains in production efficiency. Yet one area has stubbornly lagged behind: warranty cost performance. Despite advances aligned with Industry 4.0, warranty costs as a percentage of revenue have remained largely unchanged. This disconnect highlights a critical truth that while production has evolved, warranty operations have not kept pace.
Tag Archives: supply chain decision intelligence
Why Track and Trace Is Essential for Modern Supply Chains
Supply chains have never been more complex or more exposed to disruption. From geopolitical instability and extreme weather to labor shortages and shifting demand, organizations are operating in a constant state of uncertainty. In this environment, basic visibility is no longer enough. Companies need the ability to monitor products in motion, understand their history, and act quickly on reliable data. That is where track and trace becomes essential.