processes token and query data locally, combining research-based energy consumption statistics with regional power grid carbon intensity data. Users access real-time metrics, detailed analytics, and session-level summaries to understand how their AI usage contributes to emissions. The tools are intended for individuals, organizations, and advisors who need practical insight into AI-related carbon impacts and wish to incorporate this information into decision-making and reporting.