Product overview

Aqueduct: facilities and infrastructure intelligence that acts, then verifies.

Aqueduct is one platform for buildings, campuses, plants, airports and the water and energy networks that feed them. It can replace or connect your BMS, BAS, EMS and water systems, turns their data into actions, and verifies every saving at the meter.

Aqueduct digital twin of an office building with metered water lines
Device health
ERS-CO2 · Level 2, Zone 4
Connection rate99.2%
Battery3.61 V
Last reading1 min ago
Demo data
Command history · RTU-2
Occupied mode07:00 · executed
Economizer on07:12 · executed
Lockout active07:13 · held
Demo data

Facilities and infrastructure intelligence that acts, then verifies at the meter.

One data layer

Meters, sensors, BMS points and equipment in one store

  • Anything that emits telemetry

    Water, electricity and gas meters, air, vibration and acoustic sensors, BMS points and field devices.

  • One hierarchy

    Site, floor, zone and device sit in aQ Core, and every outcome reads from the same store.

  • Data you can trust

    Device health shows connection rate and battery per sensor, so the readings behind every decision are known.

Data center aisle lit in blue
Device health
ERS-CO2 · Level 2, Zone 4
Connection rate99.2%
Battery3.61 V
Last reading1 min ago
Demo data
Act with control

Real control, where enabled, with an audit trail

  • Relays and field devices

    LoRaWAN relays switch simple loads. Modbus and BACnet field devices handle AHUs, RTUs and chillers.

  • Owner approval

    Setpoints and schedules change only where control is enabled and the owner has approved the rule.

  • Command history

    Every command is logged with whether it executed, and lockouts prevent short cycling.

Control panel switches
Command history · RTU-2
Occupied mode07:00 · executed
Economizer on07:12 · executed
Lockout active07:13 · held
Demo data
Ask the platform

Plain-language answers from your own data

  • Context aware

    aQ Assistant knows the site and page you are on and queries the platform for the answer.

  • Analysis, not lookup

    Answers include comparisons, observations and a data quality warning when coverage is thin.

  • Cloud or on premises

    Run in the cloud or on premises, with on-prem AI on NVIDIA infrastructure.

Streams of data on a screen
How does this week compare to the last few weeks?
12% below last week, driven by lower HVAC load on weekday afternoons. Two days had low meter coverage.
Demo data
Old way vs the Aqueduct way

Facility systems, before and after Aqueduct

The old way
  • A separate system for water, energy, air and maintenance.
  • Dashboards that show problems but never act on them.
  • Raw data handed over for someone else to interpret.
  • Savings estimated in a spreadsheet after the project.
  • New buildings and existing ones need different platforms.
The Aqueduct way
  • One platform covers water, energy, air and operations.
  • Findings become CMMS tickets or approved control actions.
  • Baselines, findings and costs replace raw data dumps.
  • Every saving is verified at the meter against a baseline.
  • Keep your BMS, replace it, or build Aqueduct in.
What we are

Facilities and infrastructure intelligence that acts, then verifies.

Facilities and infrastructure intelligence

One platform for buildings, campuses, plants, airports and the water and energy networks that feed them.

A replacement for BMS, BAS, EMS and water management

We can fully take them over, or work across them.

An AI-native platform

We use AI to drive outcomes. AI is the method, not the product.

Outcome-led

Water, energy, air and operations results, verified at the meter.

System-agnostic, any door

Works with what is installed, replaces what is failing, or is specified into new construction.

Proven in live sites

275+ sites across 21 countries, including hospitals, CRE portfolios and dairy.

What we are not

Not just another BMS, CMMS, IoT or AI company.

Aqueduct sits where these categories meet. Here is how it relates to each one, in plain terms.

Just another BMS
Replaces or connects
Aqueduct can replace your BMS, or work across the one you have.

Controls are one part of it. Aqueduct also finds loss, routes the fix and verifies the result.

Just another CMMS
Integrates with
Aqueduct feeds your CMMS. It does not replace it.

Faults arrive in the work order system you already use, with the cause and a recommended fix.

Just another IoT company
Uses
Aqueduct uses IoT to sense and act. We do not make sensors.

It is device agnostic, and installation runs through partners.

Just another AI company
Uses
Aqueduct uses AI to deliver outcomes, not AI tools.

Agents diagnose and propose actions, and every result is checked at the meter.

A sustainability reporting tool
Supplies data to
Aqueduct supplies the measured numbers your reports need.

Your team or consultant files the report. We provide the evidence behind it.

A monitoring dashboard
Goes further than
Aqueduct acts on what it sees, then verifies it.

Seeing a problem is step one of five: monitor, measure, identify, act, verify.

A services or consulting firm
Works through partners
Milvian AI is a product company.

Partners install hardware and deliver facility services on site.

A buildings-only platform
Covers more than
Aqueduct also covers water networks, plants and campuses.

Treatment plants, pump stations and utility networks are in scope from day one.

Four outcomes, equal weight

What it delivers.

aQ WaterGuard

Find every leak and loss, fix it, prove it. Powered by aQ Core.

Learn more

aQ EnergySmart

Cut waste and demand, verified at the meter. Powered by aQ Core.

Learn more

aQ AirSafe

Hit air targets without burning energy. Powered by aQ Core.

Learn more

aQ PredictIQ

Faults fixed, failures prevented. Powered by aQ Core.

Learn more
The flywheel in depth

What we do, and what we do not, at every step.

StepWe doWe do not
MonitorConnect meters, sensors, BMS and BAS points and equipment, existing or newly specified. Use IoT to sense and actuate.Sell hardware as our core business. Replace systems that work.
MeasureBaseline water, energy and air by site, zone and asset.Hand over raw data for someone else to interpret.
IdentifyDetect leaks, anomalies and faults, spot early signs of failure, and explain the cause in plain language.Stop at alerts and charts.
ActRoute tickets into your CMMS with a recommended fix. Adjust setpoints and schedules where control is enabled.Manage technicians, inventory or work order workflows. Take control without owner approval.
VerifyConfirm at the meter that the fix worked and the saving is real. Supply the metrics for sustainability reports and certifications.Estimate savings we can't measure. File sustainability reports ourselves.
DeliveryDeploy in existing sites and new construction, cloud or on-prem. Hardware installation through third-party partners.Install hardware ourselves. Provide facility staff or O&M contracts.
Aerial view of an industrial park
What we believe

Autonomous facilities and infrastructure: sites that know, act and improve.

Talk to our team
Replace or integrate

One stance per category.

Replaces or works with your
  • BMS
  • BAS
  • EMS
  • BEMS
  • Water management
  • IAQ
  • FDD
  • M&V
Integrates with your
  • CMMS
  • EAM
  • IWMS and CAFM
  • SCADA (control stays with SCADA)
  • AMI
  • Historians

Uses AI, IoT, digital twins and on-prem AI. Supplies the data for sustainability and ESG reporting, certifications and carbon accounting.

What powers it

The platform under every outcome.

aQ Core: the data layer

One model for sites, floors, zones, devices and equipment. Every outcome reads from it, so there is one number per site and it adds up across the portfolio.

aQ Atria: install and commissioning

The field companion for installers: scan, install and validate every device, then hand over a commissioned digital twin.

aQ Assistant: ask the building

Ask which site, zone or asset changed this week and get the answer with the evidence attached.

aQ WaterGuard: water intelligence

The balance, leak and loss engine behind the water outcome.

aQ EnergySmart: energy efficiency

Weather-normalized baselines, demand and verified savings behind the energy outcome.

aQ AirSafe: healthy air

Zone targets and ventilation response behind the air outcome.

Ways in

Keep your BMS. Replace it. Or build it in.

Keep your BMS

Aqueduct works across the systems you run today.

Learn more

Replace your BMS

Take over building, energy and water management on one platform.

Learn more

Build it in

Specify Aqueduct at design stage with architects and MEP engineers.

Learn more
Terms we use precisely

FDD vs predictive maintenance.

Fault detection and diagnosticsPredictive maintenance
WhenAfter the faultBefore the fault
SignalSomething has stopped or brokenVibration, a new sound signature, energy drift
ExampleAHU blower stops. Diagnosed: failed rotor shaft. Fix routed. Airflow confirmed back.Compressor vibration rising. Maintenance scheduled before it fails.
We sayFaults found, diagnosed and fixed.Stops failures before they happen.
Digital twins

Built block by block to match the real installation.

A water network with its balance equation, an electrical single line diagram and individual equipment like a rooftop unit shown as its real components. Not a generic dashboard.

Digital twins
Device health
ERS-CO2 · Level 2, Zone 4
Connection rate99.2%
Battery3.61 V
Last reading1 min ago
Demo data
Baselining

Weather normalized from day one.

Regression on historical use plus cooling and heating degree days, fed by 6 to 12 months of utility bills. Rate configuration turns the difference into money.

Baselining
Site performance · this quarter
-8.4% vs expected
Weather normalizedBelow baseline
Demo data
Smart Controls

Real control, with an audit trail.

LoRaWAN relays for simple loads, Modbus and BACnet through a field device controller for complex equipment. Occupancy-driven automations, lockouts and command history.

Smart Controls
Command history · RTU-2
Occupied mode07:00 · executed
Economizer on07:12 · executed
Lockout active07:13 · held
Demo data
Questions

Common questions

It can replace or work across the BMS, BAS, EMS and water management systems you run today. Which functions to replace is confirmed site by site.

In the cloud or on premises, with on-prem AI on NVIDIA infrastructure for data that cannot leave.

LoRaWAN relays for simple loads, and Modbus or BACnet through a field device network controller for AHUs, RTUs, chillers and VAV boxes.

We do not sell hardware as our core business. Installation runs through partners.

See Aqueduct on your own facility.

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