National and city-level emissions inventory platforms

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making trillion-dollar decisions about energy systems, carbon markets, and climate adaptation based on incomplete, outdated, or simply wrong information.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.

We're running the global carbon budget on spreadsheet math. Most emissions data comes from multiplying activity levels by emission factors — like estimating a power plant's CO2 output based on how much coal it burns, rather than measuring what actually comes out of the smokestack.

This approach misses methane leaks, underestimates industrial emissions, and can't track emissions in real time. It's like trying to manage your bank account by guessing how much you spent instead of checking your balance. For climate policy and carbon markets to work, we need to know what's actually happening, not what we think is happening.

Digital platforms that integrate multiple data sources to create comprehensive, regularly updated emissions inventories for countries, states, and cities. These systems combine satellite data, ground measurements, economic activity data, and emissions factors to provide detailed breakdowns of where emissions are coming from.

These platforms are essential for climate policy and planning. They help governments track progress toward climate goals, identify the biggest emission sources, and design targeted reduction strategies. They also provide the standardized data needed for international climate reporting and carbon market systems.