Start with the problem that matters most—downtime, throughput, energy, reliability, safety, or visibility. Each solution is designed to prove value fast and scale across assets, sites, and networks.
Find your starting point
Not sure? Start with Predictive Maintenance or Energy Optimization, two of the fastest paths to measurable ROI.

Prevent failures before they stop production.
Best for: Reliability teams, maintenance leaders, plant ops
Fewer unplanned stoppages
Earlier detection of asset degradation
Better maintenance prioritization

Lift throughput without new capex.
Best for: Plant managers, process engineers, continuous improvement
Bottleneck identification
Faster changeover and scheduling decisions
Lower scrap and variability

Reduce energy intensity and prove savings.
Best for: Energy managers, ops leadership, sustainability teams
Lower energy cost and peak demand
Load shifting and schedule optimization
Traceable impact reporting

Improve comfort while controlling operating cost.
Best for: Facilities teams, campus ops, CRE/facility leadership
HVAC and system anomaly detection
Better comfort and air-quality control
Reduced energy waste

See flow end-to-end and prevent congestion.
Best for: Logistics leaders, warehouse ops, network planners
Faster detection of constraints
Improved OTIF and service levels
Better routing and scheduling decisions

Practice the scenarios you never want to face—safely.
Best for: EHS leaders, operations, city/infrastructure planners
Better preparedness and response
Risk-free training and drills
Stronger compliance readiness
Pick one critical asset, line, building, or node. Define success metrics (downtime, throughput, energy, cost).
Run the solution against real operational data, validate signals, and establish a baseline + measurable improvements.
Expand to additional assets, sites, and scenarios, reusing what works instead of rebuilding from scratch.
While each environment is different, the outcomes are consistent. Duora solutions are used across:

Typical outcomes teams target
Reduction in unplanned downtime
Throughput uplift (without major capex)
Maintenance cost reduction
Energy savings across buildings + industrial sites
Bring one use case—leave with a clear plan for first value and scale.