Truck Fill-Rate Optimization Agent

Purpose

The Truck Fill-Rate Optimization Agent is designed to maximize truck fill rate by assigning orders to trucks under capacity constraints and generating practical delivery routes that balance utilization, distance, and stated constraints.

Primary users

The primary user is not specified in the provided information. The agent is associated with the MOB team or business unit, and the listed owner is Romain Huchet.

Where it fits (process/stage/trigger)

This agent fits into the load planning and delivery route preparation process, where orders must be assigned to available trucks while respecting volume and weight capacity constraints before routes and operational KPIs are generated.

Key capabilities / workflow

The agent analyzes orders, truck volume and weight caps, depot information, and optional objectives or constraints, then assigns orders to trucks, validates capacity and constraint feasibility, generates route plans per truck, and iterates when constraints are not balanced or the plan is incomplete.

Inputs

Inputs explicitly mentioned in the provided information include truck lists with volume and weight caps, orders with volume and weight and locations, depot information, and optional objectives and constraints. The provided source also repeats the use case statement under inputs, describing the objective of maximizing truck fill rate through order assignment and route generation.

Outputs / Deliverables

Outputs and deliverables explicitly mentioned include a load plan mapping orders to trucks, fill rates, a route plan per truck, unassigned orders, and KPIs such as fill rate, trucks used, distance, and an optional CO₂ proxy.

Value

The agent helps improve truck utilization and delivery planning by supporting higher fill rates, practical routing, visibility into unassigned orders, and KPI-based assessment of load plans and route efficiency.