Client Overview
An organic food recycler sought to boost fleet efficiency and profitability. Fleet costs, fuel, and driver labor are major expenses in U.S. food collection, making optimized routes key to higher margins.
Optimized routing also improves service reliability, customer satisfaction, and reduces carbon emissions—helping meet environmental goals. Route optimization is therefore a strategic lever for both cost advantage and sustainability leadership.
The Challenge
As the client scaled its operations in certain regions, improving vehicle efficiency and service density became critical for cost-effective food waste collection. However the client faced several operational gaps:
- Existing GPS data lacked contextual mapping and nearby food waste generators were not consolidated efficiently for targeting.
- Route evaluation was mostly manual and standardised criteria for assessing serviceability was lacking.
These gaps hindered routing efficiency and limited the client’s ability to strategically expand its food waste collection footprint.
Espalier’s Approach
Espalier leveraged its AI-driven research platform to perform geospatial analytics and develop a custom serviceability framework, creating a comprehensive view of route-level opportunities and operational feasibility. The engagement was structured into two key components:
1. Route-Based Opportunity Identification
- GPS-Data analysis: Ingested weeks of GPS data from active vehicles to identify recurring routes and key travel zones.
- Proximity Overlay: Mapped 50,000+ potential waste generators within 1.5–3 miles of existing routes, including food retailers, processors, and distributors.
- Opportunity Density Mapping: Created heatmaps to highlight zones where slight route adjustments could unlock significant waste volumes.
- Lead Prioritisation: Identified and profiled regional food and beverage manufacturers as major organic waste generators. These were mapped against current vehicle paths to find high-potential integration points based on distance and service criteria.
2. Serviceability & Feasibility Framework
- Serviceability Criteria Design: Developed a framework assessing physical and operational access to facilities, including driveway structure, road width, and proximity to main roads.
- Facility Prioritization: Applied the framework to all mapped locations, finding that 80% were realistically serviceable, enabling field teams to focus on high-impact targets.
- Field Validation Tools: Equipped teams to confirm whether adding a location would be operationally feasible without causing detours or risks.
Client Impact
Espalier transformed route planning from a reactive process into a data-driven expansion model:
- Enhanced Route Intelligence: Identified high-opportunity areas along existing routes enabling smarter vehicle deployment.
- Improved Conversion Efficiency: Focused operations and sales teams on serviceable, high-potential locations, reducing wasted effort.
- Scalable Expansion Playbook: Created a repeatable method and toolset for expansion into new regions.
- Grounded in Field Realities: Balanced strategic targeting with on-the-ground logistics, ensuring all recommendations were realistic and actionable.
Espalier’s approach turned route optimization into a strategic growth lever – boosting diversion, reducing costs, and enabling smarter, scalable expansion across the clients operational regions
