From One Product to Thousands: Carbon Footprinting Across Complex Portfolios

As demand for per-product carbon data grows, how can sustainability teams keep pace without an LCA analyst assigned to every product? What data infrastructure and automated workflows let teams scale beyond one-off LCAs without losing accuracy or transparency?

Demand for product-level carbon footprints is accelerating, driven by regulations, customer demand, and Scope 3 targets, but most LCA processes weren’t built to run at that scale. Companies doing this across hundreds or thousands of SKUs are building a connected data foundation and automated workflows that keep footprints accurate, then feeding those insights into corporate strategy. You’ll hear from practitioners doing this work across industries, and leave with a sense of when scaling product-level footprinting is worth the investment, and when a simpler approach is the smarter use of your time.