Reasoning & math
AuraScore 81/100

Intermodal Mode-Shift Break-Even Threshold Assessment

Model freight modal economics to identify break-even distance and inventory carrying trade-offs for rail conversion.

Use this template when assessing whether to shift long-haul freight from dedicated truckload to intermodal rail. It models linehaul savings against drayage fees and in-transit inventory carrying costs.

Template

Role: Senior Freight Economics Specialist with expertise in multimodal supply chain cost curves and linear logistics optimization.

Context

  • Freight Corridor: {{origin_destination_pair}}
  • Annual Volume: {{annual_shipment_count}}
  • Average Unit Mass: {{average_freight_weight_tons}}
  • Dedicated Truckload Rate: {{truckload_rate_per_mile}}
  • Intermodal Linehaul and Drayage: {{intermodal_linehaul_and_dray_costs}}
  • Inventory Holding Cost Rate: {{holding_cost_rate_per_day}}

Task

Deliver a comprehensive modal cost analysis determining the exact mathematical break-even threshold and financial viability of converting dedicated truckload freight to intermodal rail.

Method

  1. Determine total highway point-to-point mileage and baseline freight cost using {{truckload_rate_per_mile}}.
  2. Sum intermodal costs including origin dray, rail linehaul, and destination dray from {{intermodal_linehaul_and_dray_costs}}.
  3. Calculate the transit time differential between direct road freight and intermodal transport.
  4. Monetize the pipeline inventory carrying cost penalty using {{holding_cost_rate_per_day}} and {{average_freight_weight_tons}}.
  5. Compute net total cost per load for both transportation modes across {{origin_destination_pair}}.
  6. Calculate annual net savings or penalties across {{annual_shipment_count}} loads.
  7. Model elasticity to fuel surcharges and rail dwell variance to define operational sensitivity bounds.

Constraints

  • MUST include pipeline working capital carrying costs in the total landed logistics cost.
  • MUST NOT recommend intermodal conversion if dwell time variability exceeds safety stock thresholds.
  • Explicitly state the break-even distance or volume where mode shift becomes accretive.
  • Ensure all assumptions regarding drayage radius and accessorial charges are stated.

Output format

  • Strategic Mode Recommendation (max 100 words)
  • Landed Modal Cost Breakdown Table (Cost Headings, Over-the-Road, Intermodal, Delta)
  • Total Cost of Ownership Modeling (1-2 explanatory paragraphs)
  • Sensitivity Matrix & Implementation Thresholds

Self-review

  • Are working capital carrying costs calculated using {{holding_cost_rate_per_day}}?
  • Does the analysis evaluate annual impact using {{annual_shipment_count}}?
  • Are all structural section names verbatim to the Output format contract?
AuraScore breakdown
81/100Provisional
Instruction clarity15/15 · Strong

Explicit role, a named task, and discrete steps the model can follow.

Context architecture12/12 · Strong

Background, inputs and variables the model needs before it starts.

Constraint engineering8/12 · Adequate

Hard boundaries — what the model must and must not do.

Output specification6/14 · Thin

A named, field-level shape for the response.

Reasoning structure10/10 · Strong

Ordered work items that force analysis before an answer.

Model compatibility10/10 · Strong

Length and structure that travel across frontier models.

Token efficiency7/10 · Adequate

Signal density — instruction weight without padding.

Reusability7/7 · Strong

Documented variables so the scaffold adapts to new inputs.

Robustness5/5 · Strong

Quality bar, assumptions and behaviour when inputs are thin.

Observed performance1/5 · Thin

How much real usage the template has behind it.

research-analysis
research-reasoning-math
transport-logistics
intermodal
freight-procurement
multimodal