Milvian AI resources
The Milvian AI blog.
Blog posts, buyer guides, webinars and standards on water, energy, air and facility operations, from the team behind Aqueduct.
BlogFeatured
Oct 10, 2026 · 9 min readWhat is Milvian AI, and what is Aqueduct?
Milvian AI is the product company behind Aqueduct. Aqueduct (aQ) is facilities and infrastructure intelligence that acts, then verifies.
Read the article01
02
03
04
Oct 10, 2026 · 6 min read
What is water loss in buildings, and how do facility teams find it?
Water loss in buildings is water that enters a site and is paid for but does no useful work: leaks, running.
02Oct 10, 2026 · 6 min read
Energy waste in commercial buildings: where it hides and how to cut it.
Energy waste in commercial buildings is energy used when it does no useful work: equipment running outside.
03Oct 10, 2026 · 5 min read
Indoor air quality monitoring: a practical guide for facility teams.
Indoor air quality monitoring is the continuous measurement of CO2, particulates, VOCs, temperature.
04Oct 10, 2026 · 5 min read
FDD vs predictive maintenance: what is the difference for facility teams?
Fault detection and diagnostics (FDD) is reactive: it detects a fault that has already happened, diagnoses.
More from Milvian AI
Buyer guideBest building management system software in 2026: a buyer guide written from the plant room
Buyer guideBMS vs BEMS vs EMS: what is the difference and which do you need
Buyer guideBuilding management system replacement: when to replace, keep or overlay your BMS
Buyer guideWhat is a smart building platform, and how is it different from a BMS
Buyer guideThe best building management system for commercial real estate: a buyer guide for owners and operators
Buyer guideThe best building management system for hospitals: what it must do in buildings that never close
Buyer guideThe best building management system for stadiums: running a venue built for a few hours a week
Buyer guideThe best building management system for airports: one view across terminals, airside and tenants
Buyer guideThe best building management system for data centers: cooling, power and water in one honest view
Buyer guideThe best building management system for universities and schools: one campus, many kinds of building
Buyer guideThe best building management system for shopping malls: common areas, tenants and footfall in one view
Buyer guideThe best building management system for government buildings: accountable results across a public estate
Buyer guideThe best building management system for manufacturing plants: utilities, not just office HVAC
Buyer guideWhat the ideal stadium management system looks like, from dark day to final whistle
Buyer guideWhat the ideal hospital management system looks like on the facility side
Buyer guideWhat the ideal airport management system looks like for terminals, utilities and tenants
Buyer guideThe best energy management system for stadiums, and how to choose one
Buyer guideChoosing the best energy management system for hospitals
Buyer guideThe best energy management system for commercial real estate portfolios
Buyer guideWhat the best energy management system for manufacturing does on the plant floor
Buyer guideThe best energy management system for data centers, judged on measured efficiency
Buyer guideChoosing the best energy management system for dairy plants
Buyer guideThe best energy management system for universities and campuses
Buyer guideThe best energy management system for shopping malls and retail centers
Buyer guideThe best energy management system software: a 2026 buyer guide
Buyer guideThe best chiller plant optimization software, and what to look for
Buyer guideChoosing the best water management system for hospitals
Buyer guideThe best water management system for manufacturing plants
Buyer guideThe best water management system for commercial real estate portfolios
Buyer guideThe best water management system for airports, terminal by terminal
Buyer guideThe best water management system for stadiums and arenas
Buyer guideThe best water leak detection system for commercial buildings
Buyer guideThe best EHS monitoring software for manufacturing plants, and what it should measure
Buyer guideThe best EHS monitoring software for dairy and food processing plants
Buyer guideThe best EHS monitoring software for hospitals: environment of care evidence that holds up
Buyer guideThe best EHS monitoring software for construction sites, and what it should actually measure
Buyer guideThe best EHS monitoring software for distilleries: effluent, ZLD and the balance that has to close
Buyer guideWhat is EHS software, and where does facility data fit?
Buyer guideThe best indoor air quality monitoring system for offices and schools
Buyer guideThe best ESG data platform for real estate portfolios: metered, normalized and ready for assurance
Buyer guideThe best stadium intelligence platform, and what the ideal stadium management system looks like
Buyer guideThe best airport intelligence platform for terminals, plant and airside utilities
Buyer guideThe best hospital facility intelligence platform for plant, clinical spaces and water
Buyer guideThe best campus intelligence platform for universities and school estates
Buyer guideThe best dairy intelligence platform for process water, refrigeration and steam
Buyer guideThe best water utility intelligence platform for networks, pumping and treatment
Buyer guideWhat the ideal facility intelligence platform looks like (2026)
Buyer guideThe best facility management software for FM service providers
BlogWhat is Milvian AI, and what is Aqueduct?
BlogWhat is water loss in buildings, and how do facility teams find it?
BlogEnergy waste in commercial buildings: where it hides and how to cut it.
BlogIndoor air quality monitoring: a practical guide for facility teams.
BlogFDD vs predictive maintenance: what is the difference for facility teams?
BlogLoRaWAN sensors for buildings: range, battery life, security and where they fit
BlogCommercial real estate energy and NOI: turning utility costs into value
BlogDairy plant water and energy: CIP, refrigeration, steam and reuse in one view
WebinarZero Unaccounted Water: a digital twin approach to finding water loss
BlogData center water and energy: measuring PUE and WUE from the meters up
BlogAirport water management: one water balance across terminals, plants and tenants
BlogHospital energy management: cutting waste in buildings that never close
WebinarUnlocking the power of smart facilities: Aqueduct with AWS, on demand
ComplianceISO 50001 energy management, measured from the meter up
ComplianceASHRAE 62.1 ventilation evidence, recorded zone by zone
ComplianceASHRAE 90.1 controls and metering, proven in operation
ComplianceLEED energy, water and air data, measured for every credit and recertification
ComplianceWELL Building Standard air quality, monitored continuously per zone
ComplianceENERGY STAR Portfolio Manager benchmarking, fed by meters instead of bills
ComplianceLocal Law 97 compliance data, tracked against the limit all year
ComplianceBuilding performance standards software that tracks every target all year
ComplianceGRESB asset-level energy and water data, with the coverage investors look for
ComplianceCSRD energy and water datapoints, measured at the site for ESRS E1 and E3
ComplianceBREEAM energy, water and air evidence, sub-metered and recorded
ComplianceAWWA M36 water audits built on a live, measured water balance
ComplianceDubai Al Sa'fat metering, controls and air quality, designed in and measured
ComplianceNABH facility and infection control records, from continuous measurement
Guide and PDFThe water loss playbook: find, price and verify water loss in buildings
Guide and PDFThe building energy baseline guide: weather-normalized savings you can defend
Guide and PDFThe IAQ monitoring checklist: measure, read and act on indoor air quality
Guide and PDFThe BMS replacement buyer's guide: keep it, replace it or build it in
Guide and PDFThe hardware capabilities guide: every device bundle Aqueduct reads and controls
ComplianceASHRAE 170 healthcare ventilation, measured room by room
ComplianceASHRAE 188 water management, with control points measured all year
ComplianceNABERS ratings, prepared from measured energy and water
ComplianceESOS compliance starts with knowing where your energy goes
ComplianceSECR reporting from metered energy, not year-end estimates
ComplianceBRSR Core footprints, measured at the meter and ready for assurance
ComplianceBEE PAT and ECBC, backed by measured energy data
ComplianceEstidama Pearl, from design credits to measured operation
ComplianceCDP climate and water responses built on measured site data
ComplianceGHG Protocol Scope 1 and 2, measured from the meter up
ComplianceISO 14001 environmental management, with the aspects measured
ComplianceThe EU Energy Performance of Buildings Directive, met with measured data
ComplianceJoint Commission Environment of Care, with utility records measured continuously
ComplianceLegionella control under L8 and HSG274, with temperatures logged all year
No resources match that search.
Questions
Common questions
Heads of facilities, engineers, energy and sustainability managers, and the integrators and MEP firms who deliver for them.
Only where a number is sourced. Most articles explain methods and causes rather than quoting figures.
No. Where a regulation or standard is involved we describe it at a general level. Check the current rule that applies to you.
Yes. Tell us through the contact page what you want answered.
See Aqueduct on your own facility.
Bring a site, a utility bill or a question. We will show you where the loss is.