Aqueduct Reviews & Product Details

Aqueduct by Milvian AI is an AI-native smart facilities platform that unifies IoT data across water, energy, air quality and equipment health into a single operational view. Facilities teams typically run separate systems for building automation, energy management, water metering and indoor air quality, then reconcile them manually. Aqueduct replaces that with one platform. It ingests real-time telemetry from any sensor, protocol or control system, including BACnet, Modbus and LoRaWAN devices, and consolidates water consumption, electricity, gas, indoor air quality, occupancy and device health into a unified interface. Because the platform is hardware agnostic, it works with existing building management systems and meters rather than requiring a rip-and-replace. The intelligence layer is where Aqueduct differs from conventional building monitoring software. Digital twin modelling, anomaly detection and machine learning occupancy forecasting convert raw sensor data into prioritised recommendations rather than dashboards. Minimum-flow analysis surfaces water leaks that traditional meters miss. Sensor health monitoring tracks battery voltage and signal strength so devices are replaced before they fail silently. Event management groups alerts by severity so critical warnings do not get buried across email and text. A global site map gives portfolio managers status across every building from one screen. Core capabilities include real-time water leak detection and consumption analytics, electricity and gas submetering, indoor air quality monitoring for temperature, humidity, CO2 and light, occupancy intelligence, connectivity mapping and network topology, zone-level building visibility, predictive maintenance signals, and reporting for sustainability and ESG programmes. Milvian delivers the complete stack under a single contract: sensor selection and procurement, professional installation and commissioning, the Aqueduct platform, and ongoing support. Most deployments move from first call to live data in two to six weeks rather than the six to twelve months typical of traditional systems integration projects. Pricing is tied to measurable outcomes rather than complex per-seat licensing. Aqueduct is built for facility managers, energy managers, operations directors, sustainability and ESG leaders, and corporate real estate teams responsible for utility cost reduction, water stewardship targets, equipment uptime and decarbonisation reporting. It is deployed across more than 175 facilities worldwide in healthcare networks, university systems, logistics operations, global manufacturing sites and retail estates. In one enterprise water stewardship programme, Aqueduct supported leak identification and remediation across 88 monitored facilities. Milvian Group is an AWS Advanced Tier Services Partner, and Aqueduct runs on AWS infrastructure with mutual authentication, end-to-end encryption, role-based access control and audit logging. The platform is available for direct purchase through AWS Marketplace.