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Real Estate verified Verified Outcome TRL 9

Digital Twin for Building Operations

domain Client: Commercial Real Estate Portfolio handshake Provider: Willow / Microsoft Azure schedule Deploy: 2020-Present
91 Impact
Enterprise Ready
Evidence Score: 5/10
Strength: High

Executive Summary

ANALYST: COI RESEARCH

Implementation of a 'digital twin' that aggregates data from BMS, IoT, and maintenance logs into a live 3D replica of the building, enabling predictive maintenance and remote management.

rate_review Analyst Verdict

"The future of Facilities Management (FM). It solves the 'data silo' problem where BMS, security, and work order systems don't talk. A single pane of glass for a skyscraper allows for portfolio-wide optimization."

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Full Audit Report Available Includes Risk Register, Technical Specs & Compliance Data.

warning The Challenge

Modern skyscrapers generate massive amounts of data from disparate systems (HVAC, elevators, access control), but this data is trapped in silos. Facility managers relied on reactive complaints ('it's too hot') or scheduled maintenance, often fixing things that weren't broken or missing things that were.

psychology The Solution

Built a Digital Twin on Azure Digital Twins. It maps the physical assets (pumps, ducts) to a virtual 3D model. Live streams from sensors overlay on the model. Managers can 'fly through' the building remotely to check status. Analytics predict failures (e.g., 'Pump A vibration high') and automatically dispatch work orders.

settings_suggest Technical & Deployment Specs

Integrations
BMS, CMMS
Deployment Model
PaaS
Data Classification
IoT / Building Data
Estimated TCO / ROI
High (Initial setup)
POC Summary ( to )

"N/A"

shield Risk Register & Mitigation

Risk Factor Severity Mitigation Strategy
Integration Cost High Standardized naming (Brick Schema).
Cybersecurity High Air-gapped critical controls.

trending_up Impact Trajectory

Audited value realization curve

20% reduction in maintenance costs Verified Outcome
Primary KPIEnergy savings via optimization
Audit CycleRemote resolution of issues

policy Compliance & Gov

  • Standards: Cyber Standards
  • Maturity (TRL): 9
  • Evidence Score: 5/10
  • Data Class: IoT / Building Data

folder_shared Verified Assets

description
Verified Case Study
PDF • Version 1
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Technical Audit
PDF • Audited
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Security Architecture

The "Blind Verification" Protocol

How we verified these outcomes for Commercial Real Estate Portfolio without exposing sensitive IP or identities.

Private
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1. Raw Evidence

Audit ID: #PRIV-632
Evidence: Direct SQL Logs
Public
public

2. Verified Asset

Outcome: Verified
Ref ID: #COI-632

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