Data Quality and Realism in Training Data

[dfoshidero]

Challenge: The ECO tool is currently trained on synthetic data from the FCBS carbon calculator, which may not fully capture the nuances of real-world scenarios.
Suggested Action: Acquire and integrate more realistic, empirical data to improve the tool’s predictive accuracy and relevance. Using real-world data sources will enable the model to better reflect actual building conditions, material properties, and carbon impacts, ultimately enhancing the ECO system's validity and reliability in real-world applications.