The platform built for intelligent digital twins in real-world operations
Duora implements the intelligent digital twin model to turn assets, lines, buildings, grids, and networks into living digital systems that sense, simulate, and optimize performance—across a single, unified platform.
What the Duora Platform Does
Duora is a platform designed to implement the intelligent digital twin model in operational environments.
It connects operational, engineering, and enterprise data into a governed twin fabric that stays synchronized with real-world conditions. On top of this foundation, the platform enables continuous simulation, predictive intelligence, and optimization—helping teams anticipate failures, identify bottlenecks, and test decisions before acting in the physical world.
Organizations typically begin with one asset, line, building, or node—and scale across sites and systems using configurable accelerators.
To understand the intelligent digital twin model itself—and how it differs from traditional digital twins, dashboards, and simulation—see:
Platform Architecture: The Twin Fabric
One foundation that unifies your operational world
Data Connectivity Layer
- Connects to SCADA, PLCs, historians, MES, BMS, IoT sensors, cloud systems
- Normalizes OT, IT, and engineering data in near real-time
- Supports event, time-series, and geospatial inputs
Asset & Process Modeling Layer
- Standardized templates for machines, HVAC systems, transformers, conveyors, pumps, and more
- Physics-based + data-driven modeling
- Customizable parameters and constraints
Intelligence, Simulation & Analytics Engine
- Simulation at machine, line, building, grid, or network scale
- Predictive algorithms for failure, energy, throughput
- Optimization scenarios with ranked recommendations
Experience & Integration Layer
- Configurable dashboards for operations, maintenance, energy, and planning
- Alerts, workflows, and guided recommendations
- APIs and SDKs for custom apps, BI, or analytics environments
Core Capabilities
The six pillars of the Duora platform
Unified Industrial Data Integration
Bring together OT, IT, IoT, engineering, and enterprise systems without replacing existing tools.
Real-Time Monitoring & Visualization
See the current state of every asset or site through a single operational view.
Asset & Process Modeling
Standardized templates accelerate deployment while allowing site-specific configuration.
Simulation & Scenario Testing
Validate decisions before executing them — line changes, load shifts, maintenance timing, energy schedules.
Predictive Intelligence
Detect early signs of failure, performance drift, or energy inefficiency.
Governance, Security & APIs
Enterprise-grade controls, deployment flexibility, and integration options.
Industry Accelerators
Accelerators that deliver value in weeks, not years
Manufacturing Accelerator
- Machine & line twins
- OEE, scrap, downtime, maintenance workflows
- Bottleneck simulation
Energy & Utilities Accelerator
- Grid and generation twins
- Load/renewable forecasting
- Outage and reliability modelling
Smart Buildings Accelerator
- HVAC, lighting, occupancy, energy
- Comfort scoring and anomaly detection
- Energy optimization
Logistics & Supply Chain Accelerator
- Warehouse, yard, fleet, terminal twins
- Congestion prediction
- OTIF and flow optimization
Smart Cities Accelerator
- Transportation, utilities, emergency response
- Resilience modelling and climate scenarios
Deployment Model
Deploy the platform your way
Cloud
Fastest time-to-value, secure multi-tenant or private cloud.
Hybrid
Local computation for latency-sensitive environments, cloud for analytics + governance.
On-Premise
Air-gapped and regulated environments.
Managed Operations
Duora experts operate and optimize the environment while your team focuses on outcomes.
How Teams Use the Platform
Built for day-to-day decision-making across roles
Operations Leaders
- Monitor overall performance
- Resolve bottlenecks
- Run what-if scenarios before scheduling changes
Reliability & Maintenance Engineers
- Predict failures earlier
- Prioritize interventions
- Track asset health across fleets and sites
Energy & Facilities Managers
- Optimize schedules, setpoints, and load shifting
- Detect efficiency losses before they appear on bills
- Prove savings with traceable data
Planners & Analysts
- Stress-test future situations
- Evaluate expansion, redesign, and outage planning
- Build custom models with API/SDK access
Proof of Value
Why organizations choose the Duora platform
Reduction in unplanned downtime
Throughput improvement without capex
Maintenance cost reduction
Energy savings across buildings + industrial sites
Platform FAQ
See how the platform transforms real-world operations
Start with one asset, one line, one building, or one cluster — and scale as value grows.