How Freight Simulation Software Works with Linbis
Introduction
With freight simulation software, Linbis allows logistics providers to test different transport and cost scenarios before they happen. By simulating rates, routes, and volumes, companies can make smarter decisions, reduce risks, and stay competitive.
Step 1: Collect Freight Data
Linbis gathers and consolidates:
- Historical shipment data → costs, lanes, transit times.
- Carrier contracts → tariffs, discounts, surcharges.
- Market data → fuel, customs, and trade flows.
- Customer demand forecasts → expected volume spikes.
Step 2: Build Simulation Models
AI-powered simulation engines in Linbis can model:
- Different routing options (direct vs. transshipment).
- Impact of fuel price increases.
- Scenarios with carrier delays or strikes.
- Seasonal surges (e.g., holiday peak season).
Step 3: Run “What-If” Scenarios
Examples of simulations with Linbis:
- “What happens if fuel prices rise by 20%?”
- “How will on-time delivery change if we switch carrier A to B?”
- “What savings can we achieve by consolidating shipments?”
Step 4: Visualize Results
Linbis generates clear dashboards with:
- Cost comparisons across scenarios.
- Risk heat maps by region or mode.
- Service level impacts (ETAs, delays).
- Profit margin forecasts.
Step 5: Automate Decisions
- Best-cost scenarios → auto-recommended to operations.
- High-risk scenarios → escalated to managers.
- Forecasts integrate into TMS for execution-ready plans.
- Best-cost scenarios → auto-recommended to operations.
Advanced Features
- Multi-modal simulation → Air, ocean, trucking.
- Carbon footprint analysis → Predict emissions by scenario.
- AI optimization → Suggest best scenario automatically.
- Integration with ERP → Sync financial impacts of each case.
Real-World Example 🚛
A forwarder in Miami implemented freight simulation software with Linbis. Results in 6 months:
- Reduced transport spend by 12% through better routing.
- Improved peak season readiness with scenario planning.
- Gained faster customer quotes based on pre-modeled options.
Benefits 📈
- Cost Control: Test strategies before execution.
- Risk Reduction: Prepare for disruptions proactively.
- Efficiency: Save time with AI-generated simulations.
- Sustainability: Forecast emissions for greener choices.
- Competitive Edge: Offer customers smarter, data-driven solutions.
Conclusion
With freight simulation software, Linbis empowers logistics providers to model different scenarios, anticipate challenges, and choose the most efficient transport strategies. Simulation transforms planning from guesswork into data-driven decision-making.