Digital twins built for complex, real-world industries.

Duora helps operations-intensive organizations model their assets and processes as living digital twins—so teams can predict issues, test scenarios safely, and improve performance with confidence.

Find your fit

Which industry best matches your environment?

Not sure? Start with the industry closest to your operational reality—then explore solutions by use case.

Industries we support

🏭

Manufacturing

Stabilize throughput, reduce scrap, and prevent unplanned stoppages across lines and plants.

Common wins:

  • Fewer line stoppages and emergency repairs
  • Higher OEE and more predictable output
  • Faster bottleneck identification and changeover decisions
Common use cases: Predictive Maintenance • Production Optimization • Energy Optimization
Explore Manufacturing →

Energy & Utilities

Improve reliability, resilience, and planning across generation, transmission, and distribution assets.

Common wins:

  • Better asset health visibility across fleets
  • Safer outage scenario planning and restoration workflows
  • Stronger reliability metrics and fewer surprises
Common use cases: Asset Health • Outage Planning • Energy Optimization
Explore Energy & Utilities →
🏢

Smart Buildings & Facilities

Reduce operating cost while improving comfort, safety, and system reliability in buildings and campuses.

Common wins:

  • Lower energy waste and peak demand
  • Earlier detection of HVAC/system faults
  • Better comfort and indoor environment consistency
Common use cases: Smart Building Management • Energy Optimization • Predictive Maintenance
Explore Smart Buildings →
🚛

Logistics & Supply Chain

Improve flow, reduce congestion, and protect service levels across warehouses, yards, fleets, and terminals.

Common wins:

  • Faster identification of constraints and dwell time
  • Better routing and scheduling decisions
  • Improved OTIF and network predictability
Common use cases: Supply Chain Visibility • Production/Flow Optimization • Scenario Simulation
Explore Logistics & Supply Chain →
🏘️

Smart Cities & Infrastructure

Plan and operate critical infrastructure with safer scenario testing and better cross-system coordination.

Common wins:

  • Stronger preparedness for disruptions and extreme events
  • Better long-term planning and prioritization
  • More coordinated response across services and agencies
Common use cases: Safety & Emergency Simulation • Resilience Planning • Network Optimization
Explore Smart Cities & Infrastructure →

The outcomes are consistent—even when environments differ.

Whether you run factories, grids, buildings, logistics networks, or city infrastructure, the operational goals tend to be the same: improve reliability, reduce waste, and make decisions with confidence.

⬆️ Reduce unplanned downtime
📈 Increase throughput and predictability
💰 Cut energy use and operating cost
🔧 Improve maintenance effectiveness
🛡️ Reduce risk and improve safety readiness
👁️ Improve end-to-end visibility across systems

Start with one site. Prove value. Scale across the footprint.

1

Start

Choose a high-impact area: a critical line, substation cluster, flagship building, or high-volume warehouse lane.

2

Prove

Define baseline KPIs and run measurable improvements against real operational conditions.

3

Scale

Reuse the patterns that work to expand across assets, sites, and scenarios—without rebuilding from scratch.

Explore by use case instead

Some teams arrive with a clear industry. Others arrive with a clear pain. If your starting point is a problem—downtime, bottlenecks, energy waste, or congestion—explore solutions by outcome.

FAQ: Industry fit and deployment reality

Are these industries the only ones you support?
No. These are the most common environments. Any operation with critical assets, complex processes, and high cost of downtime can benefit from intelligent digital twins.
Do we need perfect sensor coverage to start?
Not usually. Most teams begin with what exists today and improve data quality and coverage as they scale.
What about regulated or security-sensitive environments?
Industry deployments can be designed for strict governance and controlled access, including hybrid and on-premise environments where required.
How quickly can we see impact?
Many teams see early insight in weeks for an initial use case, then expand as outcomes are validated.
Should we start with an industry page or a solution page?
Start with whichever matches how you think: If you think "my environment," start with industries. If you think "my problem," start with solutions.

Find your industry—and see what intelligent digital twins can change.

Bring one environment and one priority. We'll map the fastest path to first value.