Milvian AI is building autonomous facilities and infrastructure.
Milvian AI is a product company that builds Aqueduct, facilities and infrastructure intelligence that acts, then verifies. Our vision is autonomous facilities and infrastructure: every building and network knows what is happening, acts on it, and optimizes itself.


The people behind Milvian AI.

Two decades building and scaling cloud and infrastructure platforms focused on automation and reliable outcomes.
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Leads product architecture, platform strategy and R&D across hardware, firmware, IoT and AWS cloud.
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Leads go-to-market, with 25+ years in IoT deployments and 5.5 years on the AWS IoT go-to-market team.
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33+ years across business development, commercial real estate and international markets.
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Leads UK and EU growth from London across energy systems, digital infrastructure and smart buildings.
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Leads operations and business development across Asia Pacific, Japan, the Middle East and Africa.
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A decade leading complex project execution, with more than 1,000 deployments overseen.
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20+ years across IoT, SaaS, HVAC/R, energy services and enterprise facilities.
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Leads smart buildings sales, helping owners and operators put facility data to work.
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Builds the smart facilities business across Asia Pacific and Japan.

Builds across hardware and software product development, with a focus on user-driven design.
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Leads solution design, mapping each site to the right sensing, control and integrations.
We are building facilities and infrastructure that know, act and verify on their own.
Autonomous facilities and infrastructure, one verified step at a time
- Knows what is happening
Every site, network and asset reports into one data layer with live digital twins of its systems.
- Acts on it
Findings route to the owner's team, and where control is enabled, with owner approval, the platform adjusts.
- Optimizes itself
Every verified result becomes the new baseline, so the next improvement is measured from there.

We build the platform, partners deliver the installation
- Product, not services
Milvian AI builds Aqueduct and does not provide facility staff, O&M contracts or hardware installation.
- Partners on site
Installation partners, integrators, MEP firms and facility services firms deliver Aqueduct to their clients.
- Hardware is not core
We use IoT to sense and act, and we do not sell sensors as our core business.

Running today in 275+ sites across 21 countries
- Hospitals
A hospital chain with 22 hospitals and 9 clinics is a client.
- Savings customers see
Energy and water savings are verified at the meter against a weather-normalized baseline.
- Real estate and dairy
A commercial real estate client runs a 20M+ sq ft portfolio on Aqueduct, and major dairy operations run on it too.

Facility software as it was, and what we build
- Separate systems for water, energy, air and maintenance.
- Dashboards show the problem, then the work stops.
- Savings are estimated and never checked at the meter.
- Platforms fit existing buildings or new builds, not both.
- AI is the product pitch instead of the method.
The Aqueduct way- One platform for water, energy and air, with equal weight.
- The platform acts, through your team or approved control.
- Every saving is verified at the meter before it counts.
- Three equal doors: keep, replace or build it in.
- AI is the method, and the outcome is the product.
The vision
Every facility and every piece of infrastructure running itself. A building, a campus, a plant, an airport or a water network that knows what is happening inside it, acts when something drifts, and proves the result before it moves on.
Today most operators are a long way from that. Water, energy and air sit in separate systems. The BMS controls but does not verify. The meter measures but does not act. The CMMS tracks work but does not know whether the fix held. Teams fill the gaps by hand, and most waste is found on the bill a month later.
Aqueduct closes those gaps with one loop: Monitor, Measure, Identify, Act, Verify, and again. Each verified result becomes the new baseline. Run that loop often enough, across enough sites, and the facility starts to run itself. That is the path to autonomy, one verified step at a time.
Milvian AI is a product company
The company is Milvian AI. The product is Aqueduct. We build and run the platform. Partners deliver installation and facility services, and we do not compete with them for that work.
Aqueduct is AI-native. AI is the method, not the product. For every claim we name the problem, the action and the proof. Milvian AI is a member of the NVIDIA Inception program, and Aqueduct deploys on-prem AI on NVIDIA infrastructure for sites where data cannot leave.

Every building and network should know what is happening and act on it.
Talk to our teamThe foundation: the flywheel
Every claim runs it. Act and Verify carry the weight.
Monitor
Connect meters, sensors, BMS and BAS points and equipment, existing or newly specified.
Measure
Baseline water, energy and air by site, zone and asset, normalized for weather.
Identify
Detect leaks, anomalies and faults, spot early signs of failure, and explain the cause in plain language.
Act
Route a ticket into your CMMS with a recommended fix. Adjust setpoints and schedules where control is enabled, with owner approval.
Verify
Confirm at the meter that the fix worked and the saving is real. The verified result becomes the new baseline.
What we are, and what we are not
Not just another BMS, CMMS, IoT or AI company. Aqueduct sits where they meet.
| We are | We are not |
|---|---|
| Facilities and infrastructure intelligence: buildings, campuses, plants, airports and the networks that feed them | A buildings-only company |
| A replacement for BMS, BAS, EMS and water management, or a layer across them | Just another BMS |
| Integrated with your CMMS, which manages the work | Just another CMMS |
| A user of IoT to sense and act | An IoT company that makes sensors |
| AI-native, with AI as the method | Just another AI company |
| The source of verified metrics for reports and certifications | A reporting company that files for you |
| A product company with delivery partners | A services or consulting firm |
Where teams put it to work

Delivered by partners on site
Installation partners, system integrators, MEP firms and facility services firms deliver Aqueduct, while Milvian AI builds and supports the platform.
Learn more
Results measured at the meter
See how Aqueduct is applied by role and use case, with every result baselined first and verified in metered data.
Learn more
See it on your own facility
Book a demo to see Aqueduct act on live sites, or start with a free site survey of one of yours.
Learn moresites in 21 countries run on Aqueduct.
and 9 clinics in one of India’s top hospital chains.
US airport running water intelligence on Aqueduct.
of commercial real estate under Aqueduct.
FMCG manufacturing campus.
operations run on Aqueduct.
Related
Common questions
Milvian AI is the product company that builds Aqueduct, facilities and infrastructure intelligence that acts, then verifies.
Facilities and networks that know what is happening inside them, act when something drifts, and verify the result. Aqueduct gets there through the flywheel: Monitor, Measure, Identify, Act, Verify, and again.
No. Milvian AI is a product company. Partners deliver installation and facility services.
Milvian AI is a member of the NVIDIA Inception program, and Aqueduct runs on-prem AI on NVIDIA infrastructure.
With clients in the US, the Middle East and India.
See Aqueduct on your own facility.
Bring a site, a utility bill or a question. We will show you where the loss is.


