Milvian AI
Milvian AI provides Aqueduct, a facilities and infrastructure intelligence platform that unifies water, energy, air, and asset monitoring with AI-driven agents. The platform connects to existing BMS, BAS, and meter systems over BACnet, Modbus, and LoRaWAN, enabling automated diagnostics, control, and verification of savings at the meter. It is deployed across 300+ sites in 21 countries, including hospitals, airports, and commercial real estate portfolios.
- Internet of Things
- Clean Technology
- AI Agents
- Property Technology
- Artificial Intelligence
- Data & Analytics
- Energy
- Hardware
- Software Only
- Enterprise Software
- Industrial Automation
Funding
Founders
Founder details are not available yet.
Product
Problem
Commercial buildings generate vast amounts of operational data through meters, chillers, BMS, HVAC systems, submeters, and utility bills, but this data remains siloed across incompatible protocols and systems. Facility managers cannot access or reconcile this information, leaving leaks running for weeks, energy consumption drifting upward unnoticed, air quality unmeasured, and sustainability reports built by hand from outdated spreadsheets. The reactive approach to building management means problems are discovered only when bills arrive or ceilings stain, by which time the loss is already incurred.
Solution
Aqueduct provides a complete smart building platform that unifies hardware, software, and AI to deliver real-time monitoring, intelligent analytics, and automated control across water, energy, air, and assets. The platform includes an AI assistant called aQ Assistant that responds to plain-language questions with actionable answers, providing the number, the cause, the evidence, and the next step for any issue. Every answer is traceable, linking back to raw readings and timestamps, so facility teams can verify findings and act immediately. The solution replaces fragmented vendor arrangements with a single end-to-end deployment that goes live in 2 to 6 weeks rather than 6 to 12 months.
Target Audience
Primary customers are commercial real estate owners, facility management teams, and operators of complex buildings including hospitals, stadiums, shopping malls, manufacturing plants, and dairy facilities. The platform serves organizations with multi-site portfolios needing utility intelligence, compliance reporting, and operational efficiency improvements.
Features
- aQ Assistant AI that answers plain-language questions with four-part responses: the number, the cause, the evidence, and the next step, with every figure traceable to raw readings
- Agentic AI agents that monitor live telemetry and digital twins, diagnose issues, and either propose actions or execute them through Smart Controls within owner-defined guardrails
- Unified monitoring platform covering water, electricity, gas, HVAC, air quality, and assets in a single dashboard, with each site modeled as floors, zones, and devices in aQ Core
- Automated controls including threshold-based ventilation, occupancy-driven optimization, and predictive maintenance alerts, with every command logged and auditable
- Integration with existing systems over BACnet, Modbus, and LoRaWAN, plus CMMS/EAM work order routing, SCADA/historian read access, and AMI meter connectivity
- Weather-normalized baselining using regression on historical use plus cooling and heating degree days, following IPMVP Option C and ASHRAE Guideline 14
- Compliance reporting automation for energy and water regulations across six markets including the UK, Australia, India, and Dubai
- Cloud-based infrastructure built on AWS with an on-premises deployment option for sites whose data cannot leave the network