Use case: portfolio benchmarking

Building portfolio energy benchmarking that ranks sites and drives action

Building portfolio energy benchmarking compares sites on a fair basis to find the ones that waste most. Aqueduct ranks every site on water and energy intensity per square foot and per visitor and on performance against a weather-normalized baseline, highlights top improvers and sites needing attention, and routes action to the outliers. Results are verified at the meter.

Built on aQ Core, with aQ WaterGuard, aQ EnergySmart and aQ AirSafe
Blue glass office facade from below
September · verified
Water use intensity2.7 gal/ft²
Energy use intensity11.8 kWh/m²
Carbon184 t CO₂e
Export metrics
Demo data
Site performance · this quarter
-8.4% vs expected
Weather normalizedBelow baseline
Demo data

Rank every site fairly, fix the outliers first, and verify the gain.

Compare fairly

Every site normalized for size, use and weather

  • Per square foot and visitor

    Water and energy intensity per square foot and per visitor make large and small sites comparable.

  • Against its own baseline

    Each site is measured against what weather and history say it should use.

  • Filters

    Filters by site type, region and country keep every comparison like for like across the portfolio.

Office reception with soft teal light
Site performance · this quarter
-8.4% vs expected
Weather normalizedBelow baseline
Demo data
Find the outliers

Top improvers and sites needing attention

  • Ranked lists

    Sites are ordered by performance against baseline, shown in units or in money from your rates.

  • Drill down

    From the portfolio to the site, floor and line to see why a site ranks low.

  • Water, energy and air

    Water, energy and air portfolios share the same structure, all built on one data layer, aQ Core.

City skyline at night
September · verified
Water use intensity2.7 gal/ft²
Energy use intensity11.8 kWh/m²
Carbon184 t CO₂e
Export metrics
Demo data
Act and verify

Rankings that turn into fixes at the worst sites

  • Routed to the site

    Findings go to each site's own team through your CMMS, with the location and evidence attached.

  • Control where enabled

    Schedules and setpoints change where control is enabled, with owner approval, and are logged in command history.

  • Verified gain

    Improvement is confirmed at the meter before a site moves up the ranking.

Reviewing a trend chart on a screen
AHU-1 · fault
Supply fan stopped08:02
Failed rotor shaft08:03
Routed to CMMS08:04
Airflow confirmed11:40
Demo data
Old way vs the Aqueduct way

Portfolio benchmarking, before and after Aqueduct

The old way
  • Sites are compared on raw totals.
  • Climate differences make comparisons between sites unfair.
  • The benchmark arrives once a year.
  • A poor ranking comes with no cause.
  • Improvements are reported, but never verified.
The Aqueduct way
  • Sites are compared on normalized intensity.
  • Weather-normalized baselines make comparisons between sites fair.
  • Rankings update continuously from live meter data.
  • Drill-down shows the cause behind each ranking.
  • Improvements are verified at the meter.
Problem

Why benchmarking rarely changes anything

Most benchmarks are an annual table that nobody acts on.

01

Raw totals mislead

The largest building always uses most, so raw consumption hides the inefficient small site.

02

Weather confuses the comparison

Sites in different climates, or the same site in different years, cannot be compared fairly.

03

Annual, not live

Benchmarks are produced once a year from bills, long after the waste happened.

04

No path to action

A ranking says a site is poor, but not why or what to fix first.

One incident, start to finish

How Aqueduct benchmarks a portfolio

One quarter, from ranking to verified improvement.

Monitor

Main meters at every site report water, electricity and gas, with floor area and visitor numbers recorded per site.

Measure

Each site gets a weather-normalized baseline, and intensity is calculated per square foot and per visitor.

Identify

The portfolio ranking shows three sites far above expected use. Drill-down shows night water flow at one and HVAC schedules at another.

Act

Findings route to each site's team through your CMMS, and control changes are made where enabled with owner approval.

Verify

The sites move below baseline, the improvement is verified at the meter, and they move up the ranking.

On site

What it needs on site

Existing meters connect if they emit telemetry. New devices are installed through partners.

DeviceWhat it measures or doesWhy it matters
Main meters per siteWater, electricity, gasThe basis of every comparison
Site attributesFloor area, visitors, site type, regionNormalization and filtering
Utility bills, 6 to 12 monthsHistorical use and ratesDay-one baselines for every site
Sub-meters (optional)Consumption by floor, line or feederExplains why a site ranks where it does
Glass building lit at dusk
What we believe

A benchmark is only useful if it tells you what to fix on Monday.

Talk to our team

What the portfolio view shows

The same structure across water, energy and air.

ViewMetricUse
Water portfolioTotal use, average daily use, water use intensity per sq ft, per visitorFind water outliers
Energy portfolioActual versus adjusted baseline, estimated change, energy or costFind energy outliers
Air portfolioPeak site average CO2, CO2 exposure in zone-hours, zones monitoredFind air outliers
FiltersTop improvers, needs attention, site type, region, countryFocus the review
Personas

Who cares about this

The seats that ask for this first.

Heads of real estate and portfolio leaders

Capital directed to the buildings with the largest gap.

Learn more

CEOs and executive leadership

One view of performance across every site.

Learn more

Sustainability and ESG leads

Consistent, normalized data across the portfolio.

Learn more

Operations leaders and COOs

Sites needing attention, ranked every month.

Learn more
Why rankings mislead

Where a portfolio benchmark goes wrong

A ranking is only as fair as its inputs. These are the distortions that put the wrong building at the top of the capital list.

Raw totals

Where it goes wrong

The largest building always looks worst

What we measure

Floor area and visitors per site

What Aqueduct does

Intensity per square foot and per visitor

Climate

Where it goes wrong

Hot-climate sites look wasteful, mild ones look efficient

What we measure

Local cooling and heating degree days

What Aqueduct does

Each site against its own weather-normalized baseline

Use type

Where it goes wrong

A data hall and an office compared as equals

What we measure

Site type attribute

What Aqueduct does

Filters keep comparisons like for like

Partial metering

Where it goes wrong

Unmetered loads look like efficiency

What we measure

Coverage per site

What Aqueduct does

Shows coverage beside every ranking

Billing periods

Where it goes wrong

Bills on different cycles compared month to month

What we measure

Metered consumption by calendar period

What Aqueduct does

Aligns periods across sites

Annual cadence

Where it goes wrong

The benchmark arrives a year after the waste

What we measure

Live meter data

What Aqueduct does

Rankings update continuously

No cause

Where it goes wrong

A poor rank with no explanation

What we measure

Sub-meters by floor, line, feeder

What Aqueduct does

Drill-down from site to line

By the numbers

Benchmarking is becoming an obligation

2011

the year mandatory NABERS energy disclosure began for large office buildings in Australia

Source: NABERS: supporting industry through the Commercial Building Disclosure expansion
1,000

listed Indian companies on the BRSR Core reasonable assurance glide path by FY 2026 to 27

Source: SEBI circular on BRSR Core, assurance and value chain disclosures, 12 July 2023
30%

Dubai's target cut in electricity and water demand by 2030, against business as usual

Source: MEED: Dubai updates energy savings target
How it works

Turning a ranking into Monday's work

01

Rank on baseline, not totals

Sort sites by performance against their own weather-normalized baseline, in money from each site's rates.

02

Check coverage

Before acting on a rank, confirm how much of the site's consumption is metered.

03

Drill to the cause

Follow the gap from site to floor to line: night water flow, an HVAC schedule, a billing error.

04

Route and act

Send the finding to the site's own team through the CMMS, with control changes only where enabled, with owner approval.

05

Re-rank after verification

A site moves up only when the improvement is verified at the meter.

Normalization choices

Which yardstick for which question

No single intensity metric suits every portfolio. Pick the one that matches the decision.

QuestionBest yardstickWhy
Is this building improving?Its own weather-normalized baselineRemoves weather and keeps the building's own mix
Which office is least efficient?Energy use per square foot, offices onlySize removed, use type held constant
Which venue wastes water?Water use per visitorFootfall drives restroom and catering use
Where should capital go?Gap against baseline in moneyRanks by value at each site's own rates
Which sites need metering first?Coverage percentageLow coverage makes every other metric uncertain
Where is air quality weakest?CO2 exposure in zone-hoursDuration in occupied zones, not single peaks
Trusted at scale
Read the case studies
Deployed275+

sites in 21 countries run on Aqueduct.

Healthcare22 hospitals

and 9 clinics in one of India’s top hospital chains.

AirportsTop 25

US airport running water intelligence on Aqueduct.

Real estate20M+ sq ft

of commercial real estate under Aqueduct.

Manufacturing300 acres

FMCG manufacturing campus.

Food and dairyMajor dairy

operations run on Aqueduct.

Questions

Common questions

It is comparing energy and water performance across a set of buildings on a fair basis to find the worst performers. Aqueduct ranks sites by normalized intensity and by performance against a weather-normalized baseline, then routes action to the outliers.

Normalize consumption by floor area and by visitors. Aqueduct shows water use intensity per square foot and per visitor, and energy intensity, so a large site and a small one can be compared fairly.

Weather drives heating, cooling and some water use. Aqueduct builds each site's baseline by regression on usage plus cooling and heating degree days, so comparisons reflect performance rather than climate.

Uploading 6 to 12 months of utility bills for each site gives a day-one baseline, so sites can be ranked before new metering is installed.

Yes. The air portfolio ranks sites by peak site average CO2 and CO2 exposure in zone-hours, alongside the water and energy portfolios.

Aqueduct is deployed in 275+ sites across 21 countries, and a commercial real estate client with a 20M+ sq ft portfolio uses it to rank and act on its buildings.

Both have a place. Peer comparison on normalized intensity finds structural outliers, while each building's own weather-normalized baseline shows whether it is getting better or worse.

Sites carry a type attribute and can be filtered, so offices are compared with offices and warehouses with warehouses. Intensity can be normalized by floor area or visitors.

Yes. Bills give a baseline and intensity per site in the first week. Sub-metering is then added at the outliers so the rank gains a cause.

No. Aqueduct supplies measured, normalized data that your team or rating assessor can use in those programs.

Monthly works for most portfolios, because rankings update continuously and a month gives enough data to see real change. Critical exceptions surface sooner.

See Aqueduct on your own facility.

Bring a site, a utility bill or a question. We will show you where the loss is.