May 2026

Lab with engineers using AI automation for NVH testing by TWO DOTS. Corporate meeting room with executives discussing e-commerce automation strategies, modern office, 8k, cinematic lighting | ecommerce-automation-strategy-twodots.jpg | E-commerce Automation Strategies |

Artificial intelligence and automation pave the way for smart NVH testing with fewer engineers

The Design News article analyzes how artificial intelligence and automation are revolutionizing NVH testing and offers valuable lessons for e-shops. It focuses on the importance of data-driven decisions to improve customer experience and increase profitability. Through automated checks, predictive analytics and AI testing, e-shop owners can reduce errors, improve processes and gain a competitive advantage in the market.

Read MoreArtificial intelligence and automation pave the way for smart NVH testing with fewer engineers
A team of engineers in the TWO DOTS office discusses automation solutions using Artificial Intelligence and predictive analytics.

Artificial intelligence and automation are redefining NVH testing with fewer engineers

Artificial Intelligence and automation can revolutionize noise, vibration and harshness testing in the automotive industry, as well as e-commerce. In an environment with fewer engineers and more complex products, AI can transform repetitive processes into systems that measure, learn and recommend actions. For e-shops, AI is not just an add-on, but a tool of operational discipline, allowing for the immediate detection of problems that can turn into lost sales.

Read MoreArtificial intelligence and automation are redefining NVH testing with fewer engineers
Image of a modern workshop with Marelli's active suspension. TWO DOTS presents the latest technology in electric cars.

Innovative active suspension from Marelli for improved driving and safety

The article examines how Marelli’s active suspension technology is impacting not only the automotive industry but also e-commerce. It analyzes how electric cars and modern technologies offer a complete user experience, which is also essential for e-shops. Online store owners must focus on the total customer experience, adapting their content and services to reduce friction and improve trust. Personalization and data exploitation are critical to success, as consumers expect personalized interactions.

Read MoreInnovative active suspension from Marelli for improved driving and safety