
Duora turns factories, grids, and supply chains into intelligent digital twins that optimize operations in real time, reducing downtime, lowering energy consumption, and increasing throughput.
See how our intelligent twin fabric connects data, models assets, and activates real-time optimization.
What Duora Delivers

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.

Manufacturing and industrial operations teams
Energy and utilities asset owners
Smart building and facilities managers
Logistics networks, ports, and smart city leaders

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
Understand how intelligent digital twins differ from traditional simulation and monitoring—and why they are becoming the operating model for modern industry.
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.
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
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
Our platform creates a digital twin fabric that binds together real-world assets, processes, and data streams into a single intelligent system. Instead of building custom solutions from scratch, you get a configurable platform with proven industry accelerators.
Core twin fabric
Our subscription platform ingests industrial data, models assets and processes, and supports simulation, analytics, and real-time monitoring via configurable dashboards and APIs.
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.
From pilot to always-on operations
Our engineering team supports integration with SCADA, MES, ERP, and IoT systems, configures models, and can operate the environment with SLAs and ongoing optimization—without becoming a custom development shop.
View Platform Overview

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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
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Process manufacturing, discrete assembly, pharma, chemicals, and food & beverage operations use Duora to improve OEE, predict failures, and reduce waste.
Duora deployments consistently deliver measurable value across diverse operating environments, from single sites to global enterprise rollouts.
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
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
60% reduction in safety incidents
95% faster regulatory reporting
Zero unplanned outages in critical infrastructure pilots
99.8% system uptime with managed services
Trusted by Fortune 500 manufacturers, utilities, and infrastructure operators throughout North America and Europe.
Our platform delivers a digital twin fabric that unifies real-world assets, processes, and data streams into one intelligent system. Rather than building custom solutions from scratch, teams use a configurable platform with proven industry accelerators.
Monitor KPIs across sites, get automated alerts for deviations, and run scenario planning for shift changes or demand fluctuations.
Receive predictive alerts for asset health, prioritize work orders based on criticality, and track maintenance effectiveness over time.
Track real-time energy consumption, identify optimization opportunities, and automate demand response during peak pricing periods.
Run process simulations, validate improvement ideas before implementation, and analyze root causes of quality or performance issues.
Access executive dashboards with site-wide performance, benchmark against other facilities, and make data-driven capital planning decisions.
Monitor KPIs across sites, get automated alerts for deviations, and run scenario planning for shift changes or demand fluctuations.


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.
What is an Intelligent Digital TwinSee pricing and deployment options
Start with one site, asset, or problem. Expand as the twin proves its value.