Real-time Freight Pricing Packages for Carrier Profitability
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Solution Overview
Problem
Carriers face challenges in maximizing profits due to fixed costs associated with fleet resource utilization, and the inefficiency of manual discount solicitation processes in logistics management systems.
Innovation Solution
An intelligent pricing system that generates integrated pricing packages in real-time, incorporating fluctuating carrier attributes and freight shipment attributes, to provide customized pricing parameters for each freight shipment, thereby automating the communication and acceptance of discounts.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If carriers independently contact each freight client to solicit discounts, then discount opportunities can be identified, but the logistics management system efficiency significantly decreases
Solution Approach 1:
The system enables automated self-service discount generation where the pricing system automatically identifies discount opportunities, calculates appropriate discounts, and communicates them to freight clients without requiring manual carrier intervention. The system serves itself by automatically updating carrier attributes, analyzing applicability, generating pricing packages, and facilitating acceptance workflows.
Solution Approach 2:
The patent replaces the mechanical manual process of carrier employees contacting freight clients with an automated electronic system that uses algorithms to identify discount opportunities, calculate pricing, and communicate through automated channels. This substitution eliminates manual labor while maintaining and enhancing discount solicitation capabilities.
2Loss of energy
If carriers offer discounts to maximize profits, then profitability increases, but the complexity of managing real-time pricing and client communication increases
Solution Approach 1:
The system performs multiple functions within a single integrated platform: it updates carrier attributes, analyzes discount applicability, generates customized pricing packages, communicates with freight clients, and processes acceptance. This multi-functional approach consolidates what would otherwise require separate systems and manual processes, managing complexity while enabling comprehensive discount management.
Solution Approach 2:
The system dynamically adjusts pricing parameters based on real-time carrier attributes such as fleet utilization rates, capacity availability, and delivery performance metrics. By automatically changing pricing parameters in response to varying operational conditions, the system maximizes profitability without requiring complex manual pricing decisions.
3Productivity
If automated communication of discounts is implemented, then system efficiency increases, but real-time data processing and analysis requirements increase
Solution Approach 1:
The system pre-establishes carrier attributes and discount criteria before actual discount opportunities arise. By having the framework and decision rules pre-configured, the system can rapidly process real-time data when discount situations occur, reducing the computational burden during critical decision moments while maintaining high efficiency.
Data Source
AI summary
Systems and methods include generating an integrated pricing package that incorporates attributes associated with a freight shipment that are updated and analyzed in real-time. Embodiments of the present disclosure relate updating in real-time carrier attributes associated with a carrier. The carrier attributes are associated with each different transportation platform provided by the carrier and fluctuate depending on an availability of each different transportation platform. The carrier attributes are also analyzed in real-time to determine which carrier attributes apply to each freight shipment. The customized pricing parameters for each freight shipment are generated by integrating the carrier attributes that apply to each freight shipment and are customized to each freight shipment based on the real-time update and analysis of the fluctuating carrier attributes that apply to each freight shipment. Each integrated pricing package is provided to each freight client that incorporate the customized pricing parameters.