Roger Singleton - Real-time data and the future of dynamic reporting
Despite the clear economic incentives driving LCA adoption, businesses attempting to navigate the landscape independently face a major hurdle: complexity. A medium-complexity industrial component can easily generate over 400 unique data points required to satisfy an EPD standard. Expecting every small and medium-sized enterprise in a global supply chain to master this technical expertise is inefficient.
To address this bottleneck, Roger Singleton has created platforms like Riskoa's LCA Factory, and EmVide are working to change the unit economics of environmental reporting.
Democratising LCA delivery
Rather than forcing clients to deploy large internal teams, software-driven service delivery models allow businesses to access LCA and EPD reporting at palatable unit costs.
By combining automated, AI-driven data readiness analysis, gap detection, and modelling assumptions, technology removes the friction from data collection.
Moving toward dynamic, real-time reporting
Traditionally, an EPD was published once and remained static for up to five years. In a modern business environment where supply chains shift rapidly and technologies like artificial intelligence evolve overnight, static reports quickly become outdated.
The future of the sector lies in dynamic reporting. Driven by regulations like CBAM, where carbon pricing changes on a weekly basis, reporting is moving closer to continuous monitoring.
"You're actually going to see facility monitoring hardware overlay with LCA capability," Roger explains. "It will end up more that way really, that we're taking more and more physically verified evidence and rapidly translating that into models and information management around emissions."
By linking real-time sensor data from factory production lines directly to product batches and border movements, sustainability reporting shifts from a painful annual compliance chore into an automated byproduct of everyday business management.










