Predict Sustainability Before Production: ML-Driven LCA for Material Design

Couple predictive ML with life cycle assessment to design greener materials from day one. Sustainable material design has a sequencing problem. Traditionally, life cycle assessment (LCA) happens at the end…

Sustainable Materials Drive 70% of Global Emissions: A Guide

A practical definition of sustainable materials and the business case for adopting them. Sustainable materials are substances designed, sourced, manufactured, used, and disposed of in ways that minimize environmental, social,…

Capture a USD 942B Sustainable-Materials Market by 2030: 7 Trends

Where green chemistry, bio-based feedstocks, and AI-driven design collide — and how to place your bets The sustainable-materials market is in the middle of a step change. Analysts at Future…

Cut LCA From 6 Months to 6 Weeks With ISO 14040 + AI Workflows

How ISO 14040-compliant Life Cycle Assessment — accelerated by AI — reveals the full story behind “sustainable” materials and prevents greenwashing A material can be labeled “bio-based,” “recyclable,” or “plant-derived”…