Use cases for long-term, decision-grade Digital Twins.
Wherever material and people flow through space, decisions can be modeled, simulated, and improved. Filter by area, goal, and maturity stage.
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Each use-case page includes pains, outcomes, deliverables, and recommended capabilities.
Showing 6 use cases
production
New facility or major expansion (Greenfield)
Compare layout variants faster than static CAD and validate scale, flow, and constraints before CAPEX is committed.
production
Layout change, relocation, or line rebuild
Plan the sequence of moves and validate constraints so you can execute changes with minimal downtime and stable delivery.
logistics
Intralogistics (Milkrun + Kanban) under variability
Optimize replenishment and routes using deviations from historical behavior—then adapt plans when constraints change.
logistics
Warehouse throughput and slotting optimization
Simulate warehouse operations to find bottlenecks, validate slotting, and design robust staffing and process rules.
production
Line balancing and staffing decisions
Use historical performance and deviations to simulate staffing options that protect throughput under constraints.
suppliers
Supplier presales: interactive showroom for complex tech
Create immersive demos that help customers understand constraints, customization, and ROI faster.
Stories
From context to outcomes
Each case study follows the same structure: context → task → work → results → benefits.
Automotive components (manufacturing + intralogistics)
Expansion plan with step-by-step relocation
A production site expands with a new hall, requiring careful relocation and sequencing to maintain output.
Results
- A relocation sequence that preserves planned output.
- Improved final machine layout compared to the initial assumption.
Benefits
- Lower risk of disruption during expansion
- Faster decision-making through visual and scenario-based validation
Automation supplier (presales)
Virtual showroom to accelerate complex technology sales
A supplier needs to present diverse products and configurations in a way customers can understand without seeing the physical equipment.
Results
- Shorter presales cycles through interactive understanding.
- Better customer engagement and confidence in customization choices.
Benefits
- Improved conversion for complex offers
- Reduced misunderstanding and rework in offers