Transportation and Infrastructure Analysis

Private and public transportation traffic analysis
Transportation insurance - vehicle and route scoring
Road risk and segmentation scoring
Transportation network optimization and forecasting

Model Interpretability and Visibility

Expero’s solutions in the transportation engineering and analysis domain focus on one thing: optimizing efficiency. We’ve designed and developed data storage, ETL processes, analytics algorithms, machine learning solutions, and front end visualizations to solve the most intricate infrastructural problems. From adaptive routing algorithms to ad-hoc data discovery tools, we’ve got you covered.

Network Traffic Analysis

Network Load Forecasting

Adaptive Fleet Routing

Quantitative

Intelligent Infrastructure Optimization

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network traffic analysis

Uncover insights in real time

Discover anomalies in your transportation network
Drill in on root causes of delays and anomalies
Sort paths and regions by congestion or flow
Group network subregions by similar traffic behavior

adaptive fleet routing

Optimally, adaptively route traffic across a transportation network

Dynamic routing of entire fleets in real time using machine learning systems
Automated rerouting under internal network events like train derailment
Automated rerouting under external network events like limited flight visibility
Optimally route for various characteristics like maximizing revenue miles driven, or minimizing equipment repair costs

intelligent infrastructure optimization

Recommendations for increased network utilization

Recommendations on where to lay new rail
Suggestions of which flight plans to remove from operation
Optimal location placement of new shipping hubs
Truck location point plan generation

network load forecasting

Real time or one time forecasts of upcoming network utilization

Regionally segmented predictions of network load
Customer demand forecasting integrated with network flow analysis
“What-if” scenario modeling under permutations in network structure or flow rates