Challenge

Clean energy decisions were based on stale data and disconnected reports. Operators and investors needed the same real-time picture.

System Story

Energy operators were making infrastructure decisions off static dashboards and spreadsheets. I built a platform that turns grid operations into a strategic control surface: digital twin infrastructure modeling, AI-assisted ROI analysis, and real-time visibility into grid performance. Operators and stakeholders see the same picture, make faster decisions, and justify investments with live data.

Impact

Faster infrastructure decisions, clearer ROI visibility, and a platform that makes clean energy investment cases persuasive.