# Route and load planning — case study

> Daily orders are grouped by zone and an agent proposes an optimized route and load order, cutting empty mileage and manual planning. Drivers get the…

_Canonical: https://pingvin.dev/cases/logistics-route-and-load-planning/_

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Logistics

# Route and load planning

Daily orders are grouped by zone and an agent proposes an optimized route and load order, cutting empty mileage and manual planning.

## Engagement

Industry

Logistics

## About the product

Daily orders are grouped by zone and an agent proposes an optimized route and load order, cutting empty mileage and manual planning. Drivers get the ready plan on their phone.

## What we did

-   Drivers get the ready plan on their phone.

## Stack

-   N8N
-   Claude
-   Maps API
-   Telegram

## Similar problem?

This work came out of the direction below.

-   [AI Automation & AgentsThe work your team keeps doing by hand, done by software instead.](/services/ai-automation/)