Executable Digital Twin × AI

Stop Reacting to Failures.
Start Preventing Them.

FactVerse AI Agent turns your building data into actionable intelligence — predict equipment failures before they happen, optimize energy consumption, and automate compliance reporting.

40%
Fewer Emergency
Work Orders
25%
Energy Cost
Reduction
3x
Faster Compliance
Reporting
$386K
Est. Annual
Savings

Sound Familiar?

Facility managers face the same challenges every day. We built FactVerse to solve them.

🚨

“We only find out when it breaks”

Reactive maintenance costs 3–5x more than predictive. Equipment failures cascade — one chiller down means the whole floor overheats, tenants complain, emergency contractors charge premium rates.

→ AI detects anomalies 72 hours before failure
💸

“Energy bills keep climbing”

BMS generates millions of data points, but nobody has time to analyze them. Chillers run at 60% efficiency, AHUs fight each other, heating schedules were set 5 years ago and never updated.

→ NSGA-II finds optimal setpoints automatically
📋

“Compliance audit took 3 weeks”

Green Mark, ISO 41001, fire safety — each audit means weeks of collecting evidence from scattered systems. Staff hate it. Auditors find gaps. Fines follow.

→ Auto-evidence collection covers 100% of clauses

How It Works

From raw sensor data to autonomous decisions — in 3 steps.

1

Connect Your BMS

Import CSV data or connect via BACnet/Modbus. Built-in templates for Siemens Desigo CC, Honeywell Niagara, Johnson Controls Metasys — or use generic CSV. The onboarding wizard maps your sensors and validates data quality automatically.

2

AI Learns Your Facility

The AI Model Advisor — we call it “Digital Shifu” — builds a knowledge graph of your equipment relationships, baseline performance, and failure patterns. Ask it anything in natural language: “Why is AHU-003 vibrating?” and it reasons across sensor data, maintenance history, and weather forecasts.

3

Simulate, Optimize, Act

Run what-if simulations before making real changes: “What happens if I reduce chiller capacity by 20%?” The platform runs discrete-event simulation, finds optimal setpoints via NSGA-II multi-objective optimization, and can auto-trigger work orders when thresholds are breached — closing the loop from insight to action.

Value Scenarios

Real impact across your operations. Every module delivers measurable ROI.

Scenario 1

Predictive Maintenance

Before
73%
Reactive
After
85%
Predictive
  • 🔍 Weibull analysis predicts failure windows
  • ⚡ Auto work orders on anomaly detection
  • 📉 40% fewer emergency callouts
💰 Saves $150K+ /year per 100 assets
Scenario 2

Energy Optimization

Before
Manual
Setpoints
After
AI-Tuned
Optimal
  • 🌡️ MPC auto-adjusts heating/cooling in real time
  • 🔬 DOE experiments find optimal configurations
  • 📊 25% reduction in energy spend
💰 Saves $200K+ /year per building
Scenario 3

Compliance Automation

Before
3 wks
Per Audit
After
1 click
PDF Ready
  • ✅ Green Mark 11/11 clauses auto-covered
  • 📄 Evidence Pack PDF/ZIP one-click export
  • 🔄 Continuous gap analysis, not year-end panic
💰 Saves 120+ staff-hours per audit cycle

ROI at a Glance

Based on a typical commercial building with 100 managed assets.

Maintenance Savings
$150K
/year
Energy Reduction
$200K
/year
Staff Time Saved
720h
/year
Payback Period
<6
months

* Estimated based on industry benchmarks for 50,000 sqm commercial facility. Actual results vary by building type and asset condition.

One Platform, Any Industry

Enable only the modules you need. Each plugs into the shared intelligence platform.

🔥 District Heating

GIS, MPC control, household metering

🚦 Transit Hubs

Queue simulation, passenger flow, layout AI

🔧 Facility Maintenance

Reliability analysis, RCFA, lifecycle costing

🗺️ Indoor Navigation

3D wayfinding, CAD import, evacuation

🏭 Semiconductor

OEE, cleanroom monitoring, recipe mgmt

✅ Green Compliance

Auto-evidence, gap analysis, audit packs

🔐
JWT + RBAC
Enterprise Auth
📊
Prometheus + Grafana
Full Monitoring
🌐
EN / 简 / 繁 / 日
4-Language i18n
📱
Mobile & AR Views
Worker + Manager
🏗️
DataMesh FactVerse + NVIDIA Omniverse
3D Digital Twin

See the Difference in 5 Minutes

Live demo with real-time data. No installation, no signup. Click and explore.

✓ No installation✓ One-click demo login✓ Live equipment

Or contact us: sales@datamesh.com