School facilities field notes
Work orders, energy, assets, and the buildings behind them
How AI-Powered Facilities Operations Actually Works in a School District
A practical, step-by-step look at how AI can connect requests, work orders, building data, and verification without taking authority away from facilities staff.
Replace or Integrate? How School Districts Should Modernize Their CMMS
A decision framework for school districts choosing whether to replace a legacy CMMS, integrate it with new facilities intelligence, or take a phased approach.
Work Orders Are the Bridge Between School Staff and Facilities Teams
A school work order is more than a ticket. Done well, it connects the person reporting a problem, the technician resolving it, the asset history, and the district decision that follows.
Give School Facilities Teams Their Weekends Back
School facilities teams don't have a visibility problem — they have a triage problem. What resolution in minutes should actually mean.
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.
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.
Data-Driven Capital Planning for School Facilities
How to turn operating data into a credible capital case for HVAC, solar, and controls projects.
Prove it saved money: M&V for school energy projects
You can't just compare this year's bill to last year's. Measurement and verification in plain language, and where models fit.
Measurement and Verification After an Energy Project
Installation isn't the finish line. How measurement and verification turns a savings claim into evidence a board can trust.
How AI catches after-hours HVAC schedule drift
Schedules drift after breaks, overrides, and controls work. Interval data shows it — if something is watching.
Demand charges, explained for school facilities teams
A single hot afternoon can set a third of your electric bill. How demand charges work and why schools are exposed.
Why School Districts Should Continuously Optimize Their BAS
A BAS can be set up correctly and still become inefficient — it needs continuous review, not one-time commissioning.
Your BAS Is Not the Enemy — Schedule Drift Is
A BAS usually does exactly what it was told. How years of overrides and calendar changes become schedule drift.