Impact measurement and attribution tools for climate programmes and finance

Climate action is happening in the dark. We're making trillion-dollar decisions about energy systems, carbon markets, and climate adaptation based on incomplete, outdated, or simply wrong information.

Most of what we think we know about emissions comes from estimates and calculations, not actual measurements. We're guessing at how much carbon forests store, how fast cities are decarbonizing, and whether our climate projects are working. Meanwhile, climate impacts are accelerating faster than our models predicted, and we need precise, real-time data to respond effectively.

This isn't just an academic problem. Investors can't tell which climate projects deliver real results. Cities can't plan infrastructure without knowing their local climate risks. Companies can't manage what they can't measure. The gap between what we need to know and what we actually know is enormous — and it's slowing down everything else.

Billions of dollars are flowing into climate projects — from forest restoration to renewable energy to carbon capture — but we often have no idea if they're delivering the promised climate benefits. Most projects are monitored sporadically, if at all, and the data is often incomplete or unreliable.

This creates massive risks for climate finance and policy. Investors can't tell which projects are worth funding. Governments can't tell if their climate policies are working. And we might be wasting precious time and money on interventions that look good on paper but don't deliver real climate impact.

Analytical platforms that measure and attribute the climate impacts of policies, programs, and investments. These tools help determine which interventions are most effective, how different factors contribute to climate outcomes, and how to optimize climate strategies for maximum impact.

Climate impact attribution is essential for improving climate policy and finance. These tools help governments and investors understand which approaches work best in different contexts, how to design more effective interventions, and how to allocate limited resources for maximum climate benefit.