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Digital Twin Agent

Agent

Turn your handover model into a living, connected twin. Sync assets with CMMS, stream BMS/IoT data to spaces and systems, detect faults, and give ops teams a single pane of glass with traceable context.

(This tool is currently under construction — features may evolve.)
Inputs: RVT/IFC, CMMS data, BMS/IoT streams Outputs: Asset twin, live dashboards, FDD alerts Integrations: Maximo/Archibus/FM:Systems, BACnet/Modbus, Tandem Time to Value: 4–8 weeks
Demo of Digital Twin Agent UI
Example: Live system view—sensors mapped to AHU/zone assets with fault flags and work orders.
Use Cases

Asset-Centric Ops

Click any asset to see live points, history, O&M docs, and related work orders—all in one place.

Fault Detection & Diagnostics

Run rule packs (e.g., economizer, valve leakage) and ML anomaly checks; route findings to work orders with context.

Energy & Comfort

Track EUI, peak demand, zone comfort and IAQ; surface root causes (schedules, setpoints, sensors, valves).

Space Utilization

Map occupancy to spaces/rooms for right-sizing and cleaning schedules; feed planning and portfolio decisions.

Workflow

1) Intake

Load FM-ready model (RVT/IFC), asset lists, CMMS records, and available BMS/IoT point maps and topics.

2) Asset Alignment

Normalize naming and IDs; map model elements to CMMS assets/equipment hierarchies and space references.

3) Data Integration

Connect BACnet/Modbus or API feeds; bind telemetry points to assets/systems with units, ranges, and health rules.

4) Twin Graph Build

Create relationships across spaces, systems, assets, and sensors; store lineage to drawings/submittals/O&Ms.

5) Apps & Alerts

Enable dashboards (energy, comfort, IAQ), FDD rule packs, and one-click work order creation with evidence.

6) Output & Sync

Publish live twin views; sync work orders and asset updates to CMMS; export reports and data snapshots.

Compatibility

Works With

FM-ready Revit/IFC, Autodesk Tandem, CMMS (Maximo/Archibus/FM:Systems), BMS via BACnet/Modbus/API, IoT platforms.

Deliverables

Asset twin with live points, FDD alerts and history, ops dashboards, space utilization analytics, exportable datasets.

Customizations

Rule Packs

Prebuilt and client-specific FDD rules (economizers, valves, schedules, sensors) with thresholds and severities.

Data Policies

Point naming standards, unit normalization, sampling/retention, and PIIsafe space/occupancy handling.

Dashboards & Exports

Custom views for ops/energy/leadership; scheduled reports; data lake or CMMS export formats.

Expected Impact
-30–50%
Time to diagnose issues
Fewer
Reactive work orders
-5–15%
Energy use (typ.)
Higher
Technician adoption & satisfaction