Introduction

A leading North American petroleum refining company with multiple facilities across the US and Canada faced significant challenges managing its complex railcar fleet of over 4,200 cars. With annual railcar spending exceeding $28 million and a fragmented operational approach across multiple business units, the company struggled with fleet utilization, lease management, and standardization of processes. Their aging fleet (averaging 17.5 years) was becoming costly to maintain, while upcoming lease expirations for 53% of their fleet within two years created both risk and opportunity. The company engaged our firm to conduct a comprehensive assessment and develop a strategic roadmap to optimize their rail fleet operations, reduce costs, and improve overall efficiency.

At A Glance

Our firm partnered with a major petroleum refiner to transform their railcar fleet management, delivering immediate cost savings and long-term operational improvements. Our specialized North American rail expertise enabled us to identify and prioritize key optimization opportunities.

Requirements:

  • Develop a centralized rail fleet strategy with standardized processes across multiple business units
  • Optimize fleet size, composition, and leasing practices to reduce costs and improve utilization
  • Implement technology solutions to enhance the visibility and management of rail assets

The Challenge

The client operated multiple refineries and production facilities with separate rail operations teams managing different aspects of their railcar fleet. This decentralized approach resulted in inconsistent practices, limited visibility across business units, and missed opportunities for optimization. Without a comprehensive fleet strategy, railcar leasing, maintenance, and operations decisions were often based on perception rather than data-driven analysis.

The company faced several critical challenges:

  • Lack of a standardized approach to fleet sizing and utilization tracking
  • Ineffective proactive management of railcars throughout their cycle
  • Limited use of performance metrics to drive improvements
  • Technology limitations preventing effective tracking and monitoring
  • Fragmented organizational structure with unclear roles and responsibilities across business units
  • Upcoming lease expirations for 53% of their fleet within two years
  • Annual accessorial costs of approximately $2 million (primarily demurrage/storage)
  • Aging fleet with 70% of cars rated at lower 263k gross weight instead of 286k

The client needed a strategic partner with deep rail expertise to assess their operations and develop a roadmap for transformation.

PraxiChain Solution

Our team of supply chain veterans delivered a comprehensive rail transformation strategy focused on five key areas:

  • Rail Fleet Strategy Development – Created a centralized approach to fleet management with standardized car specifications, formal fleet sizing methodology, and strategic lease planning
  • Rail Technology Enhancement – Implemented advanced railcar tracking and management systems with a phased deployment plan across all business units
  • Organizational Redesign – Established a “Rail Advisory Board” with cross-functional representation and clearly defined roles and responsibilities matrix
  • Performance Metrics Framework – Developed standardized KPIs focused on safety, productivity, cost, and service performance
  • Process Standardization – Implemented best practices for load planning, fleet sharing, and proactive cycle management

Results

The implementation of our team’s strategic recommendations delivered significant measurable improvements across the client’s rail fleet operations:
 
Fleet optimization initiatives reduced the total fleet size by 8%, generating annual lease savings of approximately $2.3 million while maintaining service levels. Implementing proactive cycle management and empty car flow control decreased average cycle times by 15%, improving fleet utilization.
 
The establishment of the Rail Advisory Board created a unified approach to rail operations across business units, enabling fleet sharing that had previously been impossible. Standardized lease management processes allowed the company to leverage its buying power more effectively, resulting in more favorable terms during lease renewals.
 
Technology enhancements provided unprecedented visibility to railcar movements and dwell times, allowing the company to reduce demurrage costs by 35% within the first six months. The formal fleet sizing methodology ensured the right cars were assigned to the right service, maximizing payload and minimizing costs.
 
By transitioning to a “centrally planned, locally executed” model, the client achieved both strategic alignment and operational efficiency, establishing a foundation for continuous improvement in their rail operations for years to come.