Living digital twins for real-world operations.
Duora turns factories, grids, ports, buildings, and supply chains into living, intelligent models that monitor, simulate, and optimize performance in real time—cutting downtime, energy use, and operational risk while lifting throughput.
See how our intelligent twin fabric connects data, models assets, and powers accelerators.
A platform built around the intelligent digital twin
Duora is a platform built around the principles of the intelligent digital twin—unifying OT, IT, and engineering data into a governed twin fabric that stays continuously aligned with real operations.
Operations-intensive enterprises
- Manufacturing and industrial operations teams
- Energy and utilities asset owners
- Smart building and facilities managers
- Logistics networks, ports, and smart city leaders
Measurable performance improvement
- 20–30% fewer unplanned stoppages through predictive maintenance
- 5–10% throughput uplift without new capex
- 10–15% lower energy use and 10–20% lower maintenance cost
- Faster ramp-up despite labor gaps and retirements
New to intelligent digital twins?
Understand how intelligent digital twins differ from traditional simulation and monitoring—and why they are becoming the operating model for modern industry.
Why operations leaders are adopting the intelligent digital twin model
The physical world is getting harder to run by gut, spreadsheets, and disconnected dashboards.
Production volatility, labor shortages, aging infrastructure, and tighter ESG expectations are forcing leaders to rethink how operations are run. The intelligent digital twin model provides a way to continuously understand, test, and improve performance—before problems hit the real world.
What's keeping you up at night
- Unplanned line stoppages and rising scrap
- Outages, safety incidents, and regulatory risk
- Energy waste you can't see until bills arrive
- Critical knowledge walking out the door with retirements
What you actually want
- Predictable throughput and OEE, even in volatile conditions
- Engineered reliability across grids, plants, and buildings
- Real-time insight into energy and asset health
- A single operational "brain" that keeps learning from every shift
How Duora transforms your operations into an intelligent living model.
Our platform creates a digital twin fabric that binds together real-world assets, processes, and data streams into one intelligent system. Instead of building custom solutions from scratch, you get a configurable platform with proven industry accelerators.
Platform
Core twin fabric
Our subscription platform ingests industrial data, models assets and processes, runs simulations and analytics, and provides real-time monitoring and alerting through configurable dashboards and APIs.
Industry accelerators
80% ready, 20% configurable
Pre-built accelerators for manufacturing, energy, buildings, logistics, and cities ship with templates for common assets, KPIs, and workflows—so your team sees value in weeks, not years.
Services and managed operations
From pilot to always-on operations
Our engineering team helps integrate with SCADA, MES, ERP, and IoT systems, configures models, and can run the environment for you with SLAs and ongoing optimization—without turning us into a custom dev shop.
- Configurable solution kits, not one-off projects
- Clear IP boundaries: you own your data; we grow the platform and accelerators
- Designed for recurring value, not just initial delivery
Solve concrete problems with ready-to-run solutions.
Predictive Maintenance
Spot failures before they stop production.
- Predict bearing and motor issues days or weeks ahead
- Reduce emergency call-outs and overtime
- Extend asset life with condition-based maintenance
Energy Optimization
Cut energy waste without production trade-offs.
- Real-time load balancing across production lines
- Automated setpoint optimization
- Peak-shaving and demand response automation
OEE and Throughput Optimization
Unlock hidden bottlenecks and improve line performance.
- Automated bottleneck detection and simulation
- Production line balancing and scheduling
- Quality prediction and defect reduction
Asset Performance Management
Maximize asset reliability and lifecycle value.
- Health scoring across rotating and static equipment
- Condition-based maintenance planning
- Capital planning and replacement optimization
Supply Chain & Logistics Twin
Orchestrate complex flows and reduce bottlenecks.
- End-to-end visibility across networks
- Demand sensing and inventory optimization
- Risk prediction and contingency planning
Grid & Infrastructure Twin
Ensure reliability while integrating renewables.
- Grid stability monitoring and load forecasting
- Renewable integration and storage optimization
- Outage prediction and emergency response
Used by operations-intensive industries.
Manufacturing
Process manufacturing, discrete assembly, pharma, chemicals, and food & beverage operations use Duora to improve OEE, predict failures, and reduce waste.
Energy & Utilities
Power generation, distribution utilities, and renewable operators rely on Duora for grid stability, asset health, and clean energy integration.
Smart Buildings & Facilities
Commercial real estate, healthcare, and campus facilities teams use Duora to optimize HVAC, lighting, and space utilization while cutting energy costs.
Logistics & Ports
Shipping ports, distribution centers, and logistics networks rely on Duora to optimize throughput, reduce bottlenecks, and improve asset utilization.
Smart Cities & Infrastructure
Municipal utilities, transportation authorities, and infrastructure operators use Duora to improve service delivery, optimize resources, and plan for growth.
Proven results at scale.
Duora deployments consistently deliver measurable value across diverse operating environments, from single sites to global enterprise rollouts.
Operations Performance
- 25% average improvement in unplanned downtime
- 8% throughput gains within 6 months
- 15% maintenance cost reduction through predictive strategies
- 40% faster problem identification and resolution
Energy & Sustainability
- 12% energy reduction without production impact
- 20% lower carbon footprint through optimization
- $500K+ annual savings per major facility
- ROI in 8-12 months for most implementations
Risk & Compliance
- 60% reduction in safety incidents
- 95% faster regulatory reporting
- Zero unplanned outages in critical infrastructure pilots
- 99.8% system uptime with managed services
Built for how operations teams actually work.
Duora fits into existing workflows, enhancing rather than replacing the tools and processes your team already knows. Different roles use the platform differently—but everyone benefits from the same unified twin.
The bottom line.
Duora is a platform built around the intelligent digital twin model, helping operations-intensive enterprises turn fragmented industrial data into a unified, decision-ready twin fabric. It continuously models real-world assets, lines, and sites so teams can monitor conditions, simulate scenarios, and predict failures and bottlenecks before they impact operations.
Organizations typically start with focused use cases such as predictive maintenance, production optimization, energy savings, or emergency simulation—and expand across assets and sites over time.
For a deeper explanation of the intelligent digital twin model and how it differs from traditional simulation and monitoring tools, see:
Frequently asked questions.
Ready to see how an intelligent twin could change your operations?
Start with one site, asset, or problem. Expand as the twin proves its value.