Captures information from various sensors and sources
Tracks key metrics such as energy consumption, water usage, waste management, and air quality in real-time
02 ANALYTICS Advanced AI Algorithms
Analyses the vast amounts of data collected
Identifies patterns, uncovers inefficiencies
Offers actionable recommendations for improvement
03 VISUALISATION 3D Simulations and Interactive Dashboards
Transforms complex data into intuitive visual representations
Provides holistic view of their facility's ESG performance
Facilitate effective communication among stakeholders
Data Collection
BMS
ELV
IoT
Car Park
ESG Data
Applications
BIM
FM Data
Lift and Escalators
Staff Attendance
Open Data
IoT Technologies for Environmental Data Collection
Data Processing – Data Lake
Source
BMS
IoT
CCTV
Visitor Management System
Facility Management
Property Management
Open Data (Weather data / Traffic)
DigiFusion- Extract Transform Loading
Batch Data
Raw
Curated
Analytics
Digested
Artificial Intelligence / Machine Learning
Real-time Data
Event Capture
Event Handler
Event Scoring
Event Action
DATA LAKE
Serving
BI Reporting
Analytics
Data Warehouse
Database
Near Zero Latency
Holistic View of Building Performance
Equipment Monitoring
Security Monitoring
Smart ESG Management
Define ESG Metrics and Integrate Data Sources
ESG metrics can be updated in Digital Twin anytime so it can operate effectively according to the latest regulatory requirements
Analyse ESG Data with AI Models
Training AI models with the collected data via machine learning algorithms helps identify trends and patterns in data for insights
Identify and Prioritise ESG Opportunities
Identify problematic areas that may not be immediately apparent, then prioritise the identified opportunities based on their potential impact and feasibility of implementation
Implement ESG Initiatives
Develop a sustainability plan that outlines the initiatives to be implemented with clear timelines and required resources
Generate Customised ESG Reports
ESG reports can be customised to meet the needs of different stakeholders (investors, customers and employees), facilitating effective communication for enhanced stakeholder engagement
