This case study will showcase Autodesk Forma software's new AI-based embodied carbon analysis, built in collaboration with EHDD, examining real-life use cases by Stantec practitioners to evaluate embodied carbon at the earliest stages of design. First, we'll expand on our AU 2023 product demo, exploring Stantec's partnership with Forma, and establishing the user needs and guiding principles that led us to the in-market embodied carbon analysis. Then, Jack Rusk, who leads the EHDD team behind the C.Scale engine that powers the analysis in Forma, will explain how these same user needs manifested in the computational back end, giving a look behind the curtain at the AI model. Finally, and most importantly, Stantec practitioners will show real projects where they've used the analysis to inform effective early-stage decisions. Specifically, these Forma users will demonstrate that democratized carbon solutions empower any designer to champion sustainable, outcome-based design from step one.