title: "Geospatial Route Optimisation Platform" description: "Advanced multi-stop routing engine with traffic-aware planning, optimisation algorithms, and real-time route adaptation for emergency response, fleet operations, and field service" category: "geospatial" icon: "route-optimise" audience: ["Fleet Coordinators", "Emergency Dispatchers", "Field Service Managers", "Logistics Planners"] capabilities:

• "Multi-stop route optimisation"
• "Traffic-aware route planning"
• "Real-time route recalculation"
• "Vehicle routing problem (VRP) solving"
• "Constraint-based optimisation" integrations: ["Fleet Management", "Dispatch Systems", "Traffic Data Services", "Mapping Platforms"]

Geospatial Route Optimisation Platform#

Overview#

A logistics coordinator has forty delivery stops, three vehicles, and eight hours. Assigning those stops by hand based on address geography takes time, produces suboptimal results, and breaks the moment a vehicle calls in late or a customer adds an urgent delivery. Doing it well requires simultaneously weighing distance, traffic, time windows, vehicle capacity, driver hours, and priority, a constraint-satisfaction problem that a human cannot solve optimally in the time available.

The Route Optimisation Platform applies TSP and VRP algorithms to produce optimised or near-optimal routes in seconds, across a single vehicle or an entire fleet. Real-time traffic integration and dynamic recalculation keep routes current as situations change throughout the day, so the plan in the morning still represents the best available option by the afternoon.

Key Features#

Multi-Stop Route Optimisation#

• Traveling salesman problem (TSP) optimisation for single-vehicle multi-stop routes
• Vehicle routing problem (VRP) solving for fleet-wide route assignment across multiple vehicles
• Configurable optimisation objectives: minimum time, minimum distance, or balanced workload
• Support for hundreds of stops per route with near-optimal solutions delivered quickly
• Route sequence optimisation considers service time windows and stop priorities

Traffic-Aware Planning#

• Real-time traffic data integration adjusts routes based on current conditions
• Historical traffic patterns inform departure time optimisation for predictably congested corridors
• Road closure and construction avoidance with automatic rerouting
• Weather impact consideration for severe weather route adjustments
• Congestion prediction enables proactive route selection before traffic builds

Real-Time Route Recalculation#

• Dynamic rerouting when conditions change during route execution
• Priority stop insertion accommodates urgent additions to active routes without manual replanning
• Automatic recalculation when stops are completed ahead of or behind schedule
• Multi-vehicle rebalancing redistributes stops when individual routes are disrupted
• Driver notification of route changes with updated turn-by-turn directions

Constraint-Based Optimisation#

• Time window constraints ensure stops are visited during specified hours
• Vehicle capacity constraints respect weight, volume, and unit limits
• Driver hours-of-service constraints comply with regulatory requirements
• Skill and equipment matching ensures the right vehicle serves each stop
• Break and refueling stop optimisation integrates mandatory pauses into routes without manual scheduling

Route Analytics#

• Planned versus actual route comparison identifies execution variances worth investigating
• Distance, time, and fuel consumption estimates per route for cost forecasting
• Route efficiency scoring identifies optimisation opportunities across the fleet
• Historical route performance analysis supports planning improvement over time
• Cost allocation calculations for customer billing and departmental budgeting

Use Cases#

Emergency Response Routing#

Dispatchers generate optimal routes for emergency vehicles considering traffic conditions, road restrictions, and response urgency. Dynamic recalculation adapts routes as situations evolve, whether that means a road closure, a second call, or a change in incident priority.

Fleet Operations#

Fleet managers optimise daily routes for delivery, service, and inspection vehicles, cutting travel time and fuel consumption while meeting all customer time windows and service requirements. The savings compound across hundreds of vehicles and thousands of route-days per year.

Field Service Deployment#

Service organisations plan technician routes that maximise the number of customer visits per day while respecting appointment windows, skill requirements, and parts availability. A well-optimised schedule fits more jobs without extending the working day.

Logistics and Distribution#

Distribution operations optimise multi-stop delivery routes considering vehicle capacity, delivery time windows, and driver schedule constraints for cost-effective service delivery at scale.

Patrol Route Planning#

Law enforcement and security organisations plan patrol routes that maximise coverage of priority areas while varying patterns to avoid predictability, a balance that purely distance-based routing cannot achieve without explicit objective weighting.

Integration#

Connected Systems#

• Fleet management platforms for vehicle tracking and route execution monitoring
• Dispatch and CAD systems for emergency and priority routing
• Traffic data services for real-time and historical traffic information
• Interactive mapping with multiple layer support for route visualisation and turn-by-turn display
• PostGIS for spatial road network queries underlying route calculations

Open Standards#

• GeoJSON (RFC 7946): Route geometry is returned as a GeoJSON LineString, enabling interoperable consumption by any compliant mapping client or GIS tool.
• WGS 84 (EPSG:4326): All coordinates are expressed as decimal-degree latitude/longitude in the World Geodetic System 1984 reference frame, the universal standard for GPS and web mapping.
• OpenStreetMap Open Database Licence (ODbL): The underlying road network used for routing derives from OpenStreetMap data, licensed under the ODbL, providing global, openly licensed coverage.
• GraphQL: The entire routing and fleet interface is exposed through a typed GraphQL schema, allowing clients to request exactly the route fields they need in a single query.
• PostGIS / ISO SQL/MM Spatial: Spatial road-network queries underpinning route calculations rely on PostGIS, which implements the ISO SQL/MM Part 3 Spatial standard for geometry storage and indexing.
• OAuth 2.0 / OpenID Connect: All routing operations are gated behind authenticated sessions issued through the platform's OAuth 2.0 and OIDC flows, enforcing tenant-scoped access control on every mutation.
• ISO 8601: Timestamps for ETAs, route expiry, and calculated-at fields are serialised in ISO 8601 format, ensuring unambiguous interchange across systems and time zones.

Last Reviewed: 2026-02-05 Last Updated: 2026-04-14