Field notes from Edviro
AI for the people who
run school buildings
Practical writing on how facilities and energy teams in schools and districts put AI to work — interval data, HVAC schedules, utility bills, and the buildings behind them.
Latest posts
Data-Driven Capital Planning for School Facilities
How to turn operating data into a credible capital case for HVAC, solar, and controls projects.
From Billing Anomalies to Operational Action
A surprising utility bill can signal a demand spike, schedule drift, or an equipment fault — and where to look next.
One District, Seven Schools, One Clear Energy Outlier
Seven schools in one view: one used five times the energy of its peers. A short case study in portfolio visibility.