06/08/2026
What if your warranty budget started looking like your R&D budget?
According to a recent McKinsey article, that's becoming a reality for some manufacturers as products grow more complex and development cycles continue to accelerate. AI is helping companies identify quality issues faster and connect the dots across massive amounts of data.
At ESPEC, we believe the best strategy is to find problems before your customers do.
That's why HALT (Highly Accelerated Life Testing) is such a critical part of product development. By pushing products beyond expected operating conditions during design, engineers can uncover weaknesses early, improve reliability, and reduce costly field failures.
AI can help predict and detect quality issues.
HALT helps eliminate many of them before launch.
Read the article and let us know: How is your organization balancing AI-driven quality initiatives with physical product validation?
https://ow.ly/MUSz50Z8Y2P
Automotive warranty costs are rising as vehicle complexity grows. AI-enabled quality systems can help OEMs detect risks earlier and reduce defects.