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Management SoftwareAISaaS

The planner becomes a strategist

A system that generates optimized load proposals in minutes, freeing the operator from manual planning to focus on decisions that matter.

20256 months
ClienteLogiPlan
IndustryTransportation and Logistics
Anno2025
Durata6 months
Cosa abbiamo fatto
  • UX/UI Design
  • Web Application Development
  • Systems Integration (ERP, WMS, MES)
  • Optimization Algorithms
  • Data Architecture
Il progetto

We developed an intelligent planning engine for composing shipment loads. The system integrates data from ERP, WMS, and MES, generates multiple optimized proposals based on different criteria (tonnage, customers served, vehicle utilization), and allows the planner to compare, choose, and refine with real-time overrides. The result: from 8 hours of manual work per day to a strategic supervisory role.

La sfida

A human bottleneck

With 2,000-3,000 order lines per month and 4,000+ product codes, the planner spent 8 hours a day manually recomposing WMS proposals. No system tracked past decisions.

  1. 8 hours of manual planning per day for a single operator
  2. 2,000-3,000 monthly order lines to allocate across 50-100 line loads
  3. 60-70% of shipments concentrated in the last days of the month, with critical operational peak
  4. Unformalized decision-making know-how: reliance on a single person
Our Approach
  1. 1

    Discovery

    In-depth analysis of the current workflow with the operational planner to map variables, constraints, and hidden decision criteria.

  2. 2

    Design

    Interface design for comparing multiple proposals, visualizing KPIs, and allowing overrides with immediate recalculation.

  3. 3

    Integration

    Connection to ERP, WMS, and MES databases to feed the engine with unified and updated data.

  4. 4

    Launch

    Incremental deployment with a focus on the Romanian plant, adoption support, and preparation for evolution with machine learning.

The Solution

Multiple proposals, informed decision

The system does not generate a single solution but several optimized proposals per objective (max tonnage, max customers, balanced). The planner compares trade-offs, chooses, and can modify with an override; the system recalculates the impact in real-time.

Optimized Proposals

Automatic generation of alternative scenarios according to configurable criteria: maximization of tonnage, customers served, vehicle utilization, or balance.

Comparative Dashboard

Summary view with KPIs for each proposal: tons, % utilization, number of customers, average delivery date. Quick comparison before deciding.

Intelligent Override

Ability to force inclusion or exclusion of lines with immediate recalculation of the impact on tonnage and load utilization.

Unified Data

Native integration with ERP, WMS, and MES: availability, WIP, customer constraints, and payments in a single view for informed decisions.

Screenshot

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