20–40% more deliveries a day, from dynamic routing.
For a leading European logistics and delivery company, rinf.tech developed the routing and tracking behind its courier operations: dynamic routing, live courier tracking, and customer control over deliveries.
The route-optimization work raised daily deliveries and pick-ups by 20–40%, on a system that handles more than 600,000 deliveries and 3 million transactions a day.
A courier company’s economics come down to how many deliveries each courier completes, and how reliably. At hundreds of thousands of deliveries a day, small routing gains compound into large ones.
The client needed a system that estimated delivery times accurately, controlled the flow of deliveries as the day changed, and raised what each courier could do in a shift. rinf.tech developed the routing, tracking, and geofencing behind it.
The route-optimization algorithms raised daily deliveries and pick-ups by 20–40%. The system handles more than 600,000 deliveries and 3 million transactions a day.
More deliveries and pick-ups a day. From the route-optimization algorithms rinf.tech developed, as reported by the client.
Deliveries a day. The daily delivery volume the system handles.
Transactions a day. The daily transactions the system processes.
Courier delivery is a routing problem at scale
A courier company depends on how many deliveries each courier completes in a day, and on getting them there when promised. At hundreds of thousands of deliveries a day, the routing behind that is a hard computational problem: which courier, which order, in which sequence, updated as the day changes.
The client needed a system that estimated delivery times accurately, controlled the flow of deliveries as conditions shifted, and raised what each courier could do in a shift, without giving up reliability.
Dynamic routing, live tracking, and microzoning
# 01 — Dynamic routing
The system assigns and re-sequences deliveries as the day unfolds, rather than fixing routes in advance. The route-optimization algorithms raised daily deliveries and pick-ups by 20–40%.
# 02 — Microzoning for accurate geofencing
rinf.tech developed microzoning: dividing delivery areas into smaller zones for more accurate geofencing. Tighter zones make for better delivery-time estimates and more efficient pick-ups.
# 03 — Live tracking and customer control
Couriers are tracked live, and customers get more say over their own deliveries, rescheduling or redirecting without a call to support. That cuts failed drops, which are expensive to repeat.
# 04 — A system built for the volume
The platform handles more than 3 million transactions and 600,000 deliveries a day. At that rate, staying fast and consistent under load is an architecture problem as much as an algorithm one.
It runs on .NET Core on Azure (AKS, Key Vault, Active Directory, and DevOps), with CosmosDB, CassandraDB, and Redis for data, RabbitMQ for messaging, and Docker for packaging. The client is anonymized at its request.
More deliveries, on tighter windows
20–40% more deliveries and pick-ups a day.
The route-optimization work raised how much each courier completes, as reported by the client.
Tighter, more reliable delivery windows.
Better delivery-time estimates and dynamic flow control shortened the windows customers are given, and made them more dependable.
Running at scale.
The system handles more than 600,000 deliveries and 3 million transactions a day.
Routing gains compound at this volume
What began as sharper delivery-time estimates became the routing and tracking the client’s courier network runs on. A 20–40% gain is the kind of result that compounds at this scale: more deliveries per courier, on tighter windows, across hundreds of thousands of drops a day.
- Industry
- Logistics · courier delivery
- Client
- Leading European logistics and delivery company (anonymized)
- Engagement type
- Product development — routing, tracking, geofencing
- Scope
- Dynamic routing, live tracking, microzoning, high-volume transaction system
- Scale
- 600,000+ deliveries and 3M+ transactions a day
- Status
- In production, ongoing