Boosting trade logistics with AI
Logistics Sector
AI, Route Optimization & Development
Logistics optimization is an essential component for efficiency in the transportation and distribution sector. At Logixs, we are faced with the challenge of transforming route planning to maximize time savings and reduce operating costs. Thanks to our Generative Artificial Intelligence solutions, we have managed to enable commercial logistics to achieve efficiency and precision improvements, allowing intelligent route planning that dynamically adapts to daily conditions and needs. Our approach was not only to improve routes, but to build a robust solution that integrates data sources, advanced optimization, and compatibility with management tools to facilitate subsequent analysis and administration.
Challenges
- Verification of distances and routes by creating graphs with the customer database, optimizing the analysis of route options.
- Constant recalculation of routes and adaptation to changes in real time, with connection to Microsoft PowerBI for data extraction and use of Open AI for decision-making support.
- Route optimization to reduce operating costs, with integration of itineraries into sales representatives' Outlook calendars.
- Seamless integration of route data with customer management tools, improving sales team coordination.
Key Success Factors
Efficient GenAI models
We use OpenAI to optimize route planning and support decision-making on commercial routes, adapting to the company's operational needs and strategy.
Accuracy in geolocation and data normalization
We integrate a database with distances and travel times using data from Google Maps and OpenStreetMap, ensuring reliable and optimized route planning. The system can plan routes accurately, minimizing errors and avoiding unnecessary delays.
Infrastructure automation and scalability
Implementing a scalable infrastructure allows the system to handle large volumes of data and routes without compromising performance. Additionally, process automation reduces manual intervention, allowing for smooth and efficient route planning that can adapt to the needs of an expanding operation.
Secure integration with enterprise tools
We have incorporated route planning into Outlook and Microsoft PowerBI, allowing secure and centralized access to itineraries, facilitating management and data analysis in real time.
Methodology
Training and demonstration:
Design Thinking
POC Implementation
Iteration in phases
Training and demonstration:
Design Thinking
POC Implementation
Iteration in phases
Results
"The implementation of GenAI took logistics planning to a new level of efficiency and accuracy. From address standardization and sales route optimization to integrating itineraries into sales reps' Outlook calendars, each process was automated and customized. This transformation allowed for reduced planning times and improved route accuracy, achieving a 40% decrease in operating costs and optimizing resource use."