Carriers Performance
Carriers Cost vs. Reliability Analysis
Carriers Key Insights and Recommended Actions
Key Insights
Actions:
- ABC Carriers is the worst carrier in terms of Reliability
- XYZ Freight is 1.78x to deliver on time than ABC Carriers
- ABC Carriers is the worst carrier in terms of Reliability
- DEF Logistics is 1.25x to deliver on time than ABC Carriers
- ABC Carriers is the worst carrier in terms of Reliability
- GHI Transport is 1.07x to deliver on time than ABC Carriers
- DEF Logistics has the widest cost variance (high risk due to volatility)
- GHI Transport has more consistent cost variance
Actions:
- If you want to imporve your overall Reliability, Move some of the Shipments from ABC Carriers to XYZ Freight and DEF Logistics
- Negotiate consistent rates with DEF Logistics
- Shift more Shipments to XYZ Freight If the goal is better predictability & cost stability.
Drivers Performance
Drivers Productivity Matrix: On-Time Rate Vs. Median MPG Vs. Median Speed
Drivers Key Insights and Recommended Actions
Key Insights
Actions:
- Sara Kim, Alex Ray, Mike Lee: Methodical, Cautious, and Process-Oriented.
- Emma Stone: Strong Technical driving skills at the Cost of Low Reliability
- Chris Park: Aggressive and Impatient, Disregarding Safety, Procedures, and Fuel Economy.
- John Doe: Disengaged, Poorly Trained, or Facing Significant External Challenges
- Sara Kim has the widest cost variance (high risk due to volatility)
- Chris Park has more consistent cost variance
Actions:
- Emma Stone: must get targeted coaching focused on route compliance and smooth driving techniques.
- Chris Park: Immediate Intervention, Retraining Mandatory.
- John Doe: Immediate and Severe Intervention.
- Check Trucks' Mechanical state, Fuel Quality and Scheduled Maintenance.
- Focus on Training(Eco-driving techniques, Route optimization, Vehicle maintenance awareness), Investigate Underlying Causes (Vehicle Assignment,Route Difficulty, Cargo Load) for Sara Kim
- Chris Park performance is the benchmark for the group. Recognize and Replicate Good Performance
Routes Performance
Routes Cost Efficiency Heatmap
Routes Heatmap Key Insights and Recommended Actions
Main Key Insights
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Identification of Consistently High-Cost Destinations
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Identification of Consistently High-Cost Origins
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The Asymmetry of Lane Cost
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Finding Efficient and Problematic Specific Lanes
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Network Imbalance Visualization
AI-Driven Analysis
KPI Analysis
Metric | Value | Note |
---|---|---|
On-Time Delivery Rate | 47.2 | Industry benchmark: >90% |
Avg. Freight Cost | 1033.51 | Per shipment |
Median Route Distance | 529.5 | Indicates typical shipment length |
Avg. Cost per Mile | 0.4 | Competitive range: $0.38–$0.43 |
Avg. Cost per Pound | 0.05 | |
Total Shipments | 127 | Delivered or delayed only |
Actionable Recommendations
- Prioritize XYZ Freight for time-sensitive shipments due to highest on-time rate.
- Negotiate rates with GHI Transport to leverage their cost efficiency.
- Review ABC Carriers' operations to address low on-time performance.
- Target best-performing drivers (Alex Ray, Sara Kim) for critical routes.
- Analyze worst-performing routes for process or scheduling improvements.
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