Industries

Built for the buildings you run.

The same engine, from 80,000 to over a million square feet — tuned to what each kind of building has to protect. Budgets. Collections. Patients. Net operating income.

Higher education

Every building ranked, so limited staff goes where the dollars are.

Campuses run dozens of buildings with one team and no time to watch them all — labs, classrooms, dorms, athletics, each with different equipment and different drift.

Triage at portfolio scale

AIR ranks every building by opportunity so capital and labor go where the return is highest.

Faults nobody has time to find

Simultaneous heating/cooling, stuck economizers, and schedule drift across buildings that go unwatched for years.

A number for the budget ask

Defensible, auditable savings figures that turn capital requests into evidence.

Developed from Carnegie Mellon research, where the Prescriptiv engine began. Read the research story

K-12 schools

Six figures, recovered without a bond or a retrofit.

School budgets are tight and scrutinized. The cheapest money a district can find is the money it's already spending on faults nobody can see.

$0

identified in a single 220,000 sq ft school — mostly schedule and setpoint fixes, not capital projects.

No new hardware

Works from the BAS the district already paid for — nothing to install or maintain.

Fixes a contractor can make

Most findings are schedule and sequence changes completed in normal maintenance windows.

Comfort that holds

Catch overheating and cold classrooms before they become a parent's email.

Read the K-12 findings

Museums & cultural

Precision climate, lower cost — without touching the setpoints that protect the collection.

A gallery can't trade comfort for savings: temperature and humidity protect irreplaceable works around the clock. The savings have to come entirely from faults and inefficiency.

$0

reported first-year savings at The Andy Warhol Museum — growing to $101,383 in year two, with the environment never relaxed.

Conservation-grade

Every recommendation is defensible to conservators, not just to finance.

Humidity & reheat waste

The biggest savings hide in how tight environments are maintained — exactly where faults compound.

Savings that grow

Year two compounds as the noise clears and smaller patterns become visible.

Read the museum findings

Healthcare

The hardest comfort spec there is — 24/7, and life-safety critical.

Hospitals run continuously, with pressure relationships, air-change rates, and humidity that can't drift. That makes hidden faults both expensive and risky — and the highest-value place to catch them early.

Faults before failures

Early behavioral signatures of failing equipment, surfaced before they become an outage or a work order.

Pressure & airflow integrity

Airflow-station and damper faults that quietly undermine the relationships your spaces depend on.

Energy without compromise

Reheat, simultaneous heating/cooling, and economizer waste cut without relaxing a single critical setpoint.

The museum deployment proves the model in another always-on, comfort-critical environment. Talk to us about a healthcare sample analysis. Request one

Commercial real estate

NOI you can find without a single tenant disruption.

Every dollar of operating cost you remove flows to net operating income — and at typical cap rates, a dollar of recurring savings is worth twelve to fifteen in asset value.

Opex straight to NOI

Recurring HVAC savings that compound into asset value, found in data you already collect.

Portfolio triage

Rank buildings across a portfolio by opportunity and send capital where the return is highest.

No tenant impact

Read-only analysis, no construction, no disruption — and comfort complaints caught before they escalate.

From 80,000 to over a million square feet, on any major BAS. Request a sample analysis

Your building type

See what's hiding in your kind of building.

One building's data, real findings with dollar values, no commitment.