Use Cases

Where systems need to be understood, optimized, and continuously improved.

OW supports organizations in turning operational questions into structured, explainable, and improvable solutions.

Citywide Operations & Governance

System Question

"How can limited resources be allocated across the city in a transparent, effective, and coordinated way?"

What OW Helps Uncover

  • •Structural inefficiencies across departments
  • •Hidden dependencies between operational units
  • •Leverage points with the highest system-wide impact

How OW Supports

OW integrates fragmented operational data into a shared system model, enabling organizations to understand trade-offs and coordinate actions across governance layers.

Public Transport Network Performance

System Question

"Why does the transport network underperform — even when planned supply is in place?"

What OW Helps Uncover

  • •Demand–supply mismatches across time and space
  • •Structural drivers of empty kilometers
  • •System-level causes of delays and crowding

How OW Supports

OW replaces static schedules with adaptive, demand-aware optimization models that improve reliability, efficiency, and service quality.

Budget & Cost Dynamics

System Question

"Which costs are structural, and which are driven by operational choices?"

What OW Helps Uncover

  • •Fixed and variable cost behavior
  • •Cost sensitivity to planning and operational decisions
  • •Where savings are real — and where they only appear so

How OW Supports

OW shifts budget discussions from totals to decision impact, helping organizations understand how choices translate into costs.

Environmental Performance & Sustainability

System Question

"How do operational choices influence environmental outcomes?"

What OW Helps Uncover

  • •Emission drivers embedded in routing and fleet logic
  • •Trade-offs between service quality and sustainability
  • •Decision points with the highest environmental leverage

How OW Supports

OW aligns operational optimization with climate and sustainability objectives by making environmental impact a measurable system outcome.

City Planning & Equity

System Question

"How do planning and operational choices shape accessibility and equity across the city?"

What OW Helps Uncover

  • •Spatial coverage gaps and accessibility imbalances
  • •Equity impacts of network and service design
  • •Service disparities hidden within average indicators

How OW Supports

OW integrates accessibility and equity metrics into system models, enabling planners to evaluate and improve inclusiveness alongside performance.

Business Intelligence & Analytics

System Question

"How can operational data become a reliable foundation for system improvement?"

What OW Helps Uncover

  • •Fragmented data across departments and tools
  • •Inconsistent metrics and delayed reporting
  • •Decisions driven by intuition rather than evidence

How OW Supports

OW transforms raw data into integrated system models, analytics, and scenario-based insights that support confident, explainable action.

OW approaches systems not as isolated problems, but as interconnected domains that can be understood, optimized, and improved over time.