<1.4
PUE Achievable
15-20%
Cooling Cost Reduction
24/7
Environmental Monitoring
PUE Achievable
Cooling Cost Reduction
Environmental Monitoring
Data centers are among the largest energy consumers globally and the pressure to optimize is intensifying.
Global data center electricity demand in 2024
Source: International Energy Agency
Average PUE worldwide (vs. 1.09 best-in-class)
Source: Uptime Institute 2024 Survey
Of data center energy consumed by cooling
Source: U.S. Dept. of Energy
Average cost per minute of downtime
Source: Ponemon Institute
Why This Matters
The gap between average PUE
(1.56) and best-in-class (1.09) represents massive energy waste. For a 10MW data center, that
gap means $2-4M in annual excess energy costs. With AI workloads driving rack densities from
10kW to 100kW+, and global data center demand projected to double by 2030, optimization isn't
optional it's survival.
A unified platform that monitors, analyzes, and optimizes across your entire infrastructure
Sensors across racks, rows, CRACs, chillers, PDUs, and UPS systems collect real-time data
Unified telemetry from any protocol (BACnet, Modbus, SNMP) into a single data model
Identifies hot spots, inefficiencies, anomalies, and optimization opportunities in real-time
Dashboards, alerts, compliance reports, and optimization recommendations
Industry Challenges
Mission-critical operations demand perfect visibility. Here's what's at stake.
The gap between average PUE (1.56) and best-in-class (1.09) represents millions in wasted energy annually. Investors and customers demand continuous improvement.
Cooling consumes 30-40% of data center energy. With AI workloads pushing rack densities from 10kW to 100kW+, traditional cooling approaches are hitting limits.
ASHRAE A1-A4 guidelines define acceptable operating envelopes. Excursions risk equipment warranties, SLA penalties, and customer trust at $7,500/minute of downtime.
Our Solutions
Purpose-built monitoring and optimization for mission-critical infrastructure.
Granular temperature monitoring at rack, row, and room level. Identify hot spots before they become incidents. Optimize cooling distribution.
Hot spot detection
Cooling optimization
Real-time power consumption at every level from utility feed to individual PDUs. Calculate true PUE and identify capacity planning opportunities.
True PUE calculation
Capacity planning
Continuous monitoring against ASHRAE A1-A4 thresholds. Automated alerts, trend analysis, and audit-ready compliance documentation.
ASHRAE compliance
Audit-ready reports
Expected Outcomes
Data center operators achieve significant improvements with Milvian.
Visibility enables optimization toward best-in-class efficiency.
Temperature mapping and optimization reduce cooling costs.
Continuous monitoring prevents environmental incidents.
Documentation supports Tier certification requirements.
Intelligent Analytics
Not AI for AI's sake. Practical intelligence that saves money and prevents problems.
Real-time telemetry and unified visibility across all data center infrastructure power, cooling, environmental sensors from any vendor.
Continuous optimization for cooling efficiency and PUE improvement. AI-driven insights for energy reduction without compromising uptime.
Environmental compliance monitoring with automated ASHRAE tracking, threshold alerts, and audit-ready documentation.
See how Milvian helps data center operators achieve lower PUE, reduced cooling costs, and perfect compliance.
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