The AIR Methodology

How the score is calculated.

AIR (Asset Intelligence Rating) is built to be examined. This page explains how the score is built: the scale, the four dimensions, how findings roll up, and what AIR does and doesn't measure.

01 — The scale

A 0–100 operational score.

AIR rates how well a building is operating — not how it was designed, and not its raw energy use. Higher is better. The bands below are guidance, not hard cutoffs; what matters is the findings behind the number and the direction it's moving.

0–59

Significant opportunity

60–74

Room to improve

75–89

Strong

90–100

Excellent

02 — The four dimensions

The score is a composite of four things you can act on.

Each dimension is calculated from your trend data and linked to the issues behind it.

AIR dimensions · inputs

DimensionWhat it measuresPrimary inputs
Energy efficiencyHow much energy spend does useful work vs. leaks through faultsSimultaneous heating/cooling, economizer behavior, runtime, reset effectiveness
Occupant comfortHow consistently zones hold their comfort bandsZone temp vs. setpoint, recovery times, deviation frequency and duration
Maintenance riskEarly behavioral signatures of failing equipmentShort-cycling, hunting, drift, abnormal runtime and start patterns
Controls healthWhether sequences still perform as designedReset engagement, loop stability, schedule adherence, setpoint integrity

Which inputs apply depends on the points available in your building's trend data.

03 — How findings roll up

Weighted by impact and severity.

Within each dimension, findings are weighted by their severity: estimated dollar impact for energy, deviation size and duration for comfort, and failure risk for maintenance. A handful of expensive faults move the score more than a long tail of minor ones, so the score points you to what to fix first.

04 — How the score changes

Fixes show up in the score.

AIR is recalculated with every analysis run. When your team or contractor fixes an issue and marks it resolved, OnPoint keeps watching for improvement and the score reflects what changed. Backsliding shows up too.

05 — What AIR measures

What AIR is — and what it isn't.

AIR is

  • An operational-health score from your BAS trend data
  • Linked to the issues and trend data behind it
  • Built from issues ranked by dollars, severity, and ease of repair
  • Updated with every analysis run, so it tracks real change

AIR is not

  • An energy audit or a measurement-and-verification study
  • A code-compliance or ENERGY STAR-style benchmark rating
  • A judgment of the building's design — it measures operation
  • A savings measurement; share utility data and we validate savings against it, otherwise results are analytical estimates
06 — Where AIR comes from

Built on building-performance research.

AIR runs on Prescriptiv, the fault-detection engine inside OnPoint, which is built on our co-founders' building-performance research at Carnegie Mellon. The methodology evolves as deployments surface new failure modes, and each change is reflected the next time your building is analyzed.

Start with one building

A number you can defend.

Start with one building. If the data reveals an issue, we'll show a representative finding and its potential savings. AIR, the full ranked list, and ongoing monitoring come with a subscription.