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CO2 AI — an enterprise sustainability platform, born at BCG, now a startup driving large-scale decarbonization.
Companies struggle with Scope 3 emissions, which often account for the majority of their carbon footprint. Existing tools for carbon tracking are complex and data-heavy, making it difficult for teams to understand, simulate, and act on sustainability decisions in real time.
I collaborated on rethinking CO2 AI’s experience to make sustainability data more intuitive, actionable, and strategic. I focused on: Designing a new AI experience that helps businesses model and interpret Scope 3 data. Designing simulations powered by AI to guide decision-making across supply chains. Redesigning navigation and product packages to simplify how users interact with differents modules of the platform. **** Due to confidentiality, the visuals in this case study use adapted marketing assets rather than final product designs.
The overall objective was to help clients solidify context by integrating regular updates from standards and other data sources. I designed an AI-driven experience that reduces complexity and highlights actionable insights — enabling teams to interpret emissions in context and gain live, AI-powered insights to support smarter decision-making.


I worked on simulation capabilities that let users model different scenarios — from material changes to supplier choices — and instantly see potential outcomes. This allows decision-makers to explore trade-offs, compare options, and move forward with greater confidence, all without leaving the platform.


I streamlined the way users interact with the platform’s modules, such as CCF Measure, PCF Measure, Reduce, and Product Ecosystem. By redesigning navigation and packaging, I made it easier for enterprises to find the right tools at the right time, transforming a complex suite into a clear, cohesive experience.

Creating meaningful impact requires more than advanced technology — it requires experiences that make complex data understandable, actionable, and trustworthy. By combining human-centered design with AI-driven intelligence, we can help organizations navigate sustainability challenges with greater clarity and speed. The goal is not only to simplify decision-making but to empower enterprises to take action that drives real environmental change.