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Development of AI-Powered Transportation Management System for Private Fleet Capacity Optimization
  1. case
  2. Development of AI-Powered Transportation Management System for Private Fleet Capacity Optimization

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Development of AI-Powered Transportation Management System for Private Fleet Capacity Optimization

trigent.com
Logistics
Information technology
Environmental Services

Industry Challenges in Private Fleet Utilization

80% of private fleet trucks operate with empty backhauls, representing significant resource waste and missed revenue opportunities. Despite 90% of freight brokers seeking private fleet access, the market remains fragmented due to lack of centralized infrastructure, inefficient matching processes, and limited visibility into sustainability metrics.

About the Client

Technology-driven logistics platform aggregating unused backhaul capacity from private fleets to offer cost-effective freight solutions while promoting sustainability

Strategic Project Goals

  • Create digital marketplace aggregating 1.8M private fleet backhaul capacity
  • Develop AI-powered real-time freight matching capabilities
  • Implement advanced sustainability tracking for CO2 reduction metrics
  • Establish seamless integrations with 3PL systems and pricing tools
  • Enable 5-30% freight cost savings for shippers through optimized routing

Core System Capabilities

  • AI-powered freight matching algorithm analyzing real-time lane data
  • Private fleet capacity listing with equipment preference settings
  • Integrated payment security via Allianz Trade
  • Real-time sustainability impact dashboard (CO2, particulates, trees saved)
  • Mobile-responsive interface for on-the-go operations
  • Dynamic pricing engine with 'First Look' priority access

Technology Stack Requirements

React
.NET Core
AWS
API-first architecture

System Integration Needs

  • Amazon Freight
  • Cargo Chief
  • Walmart Logistics
  • Verizon Logistics
  • Pepsico
  • Safeway
  • C4 pricing tools

Operational Requirements

  • 99.9% system uptime with AWS hosting
  • Modular architecture for scalability
  • Proactive monitoring and maintenance
  • Cross-device compatibility
  • Secure transaction processing

Expected Business Transformation

Platform implementation will unlock $50B market potential by reducing empty backhauls by 80%, enabling 624% margin improvement for brokers, and achieving measurable sustainability gains through 25% reduction in greenhouse gas emissions from participating fleets. Real-time analytics will provide actionable insights into lane activity, carrier performance, and demand patterns while supporting ESG compliance tracking.

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