Industrial companies face increasing pressure to reduce the environmental impact of their products while maintaining high levels of performance, innovation, and regulatory compliance. However, integrating eco-design from the earliest stages of development remains complex, particularly due to a lack of tools and methodologies for accurately assessing materials, resource use, and environmental indicators across the entire product lifecycle.