Logistics Software Development Case Study

“What impressed me most about this company was its seamless blend of technical expertise and excellent communication.”

CTO, Property Management Company

Our team has successfully implemented a transportation management system for one of the largest logistics providers in the Netherlands. The project started with the client’s existing legacy system, which suffered from performance bottlenecks, limited scalability, and rigid reporting, which constrained the user experience. Our main goal was to eliminate these problems and deliver a platform capable of handling complex, multi-stakeholder logistics operations efficiently.

We fully reengineered the operational platform to better support and enhance freight workflows. The new, resilient environment centralizes essential processes such as order management, booking creation, shipment handling, multi-modal routing across sea, road, and air, tracking, task management, reporting, and integrations.

In this logistics and transportation case study, we describe the challenges, solutions, tech stack, and key features of the project.

The client:

Logistics provider

Industry:

Logistics

Country:

Netherlands

Duration:

15+ months

Team size:

3+

Engagement:

Time & material

Collaboration:

Ongoing
logistics software development case study

Technologies

reactjs logo

React.js

postgresql logo small png transparent

PostgreSQL

Django REST framework

DRF

Docker logo small png transparent

Docker

How it works

Explore the workflow details in this logistics and supply chain management case study.

The consolidated operational workspace of the platform helps purchasing managers, freight forwarders, distribution managers, agents, and carriers to collaborate using shared data and well-structured defined responsibilities. Therefore, all stakeholders are able to operate within a synchronized ecosystem that provides instant updates, flexible shipment modifications during preparation stages, document management with strict access control, and advanced self-service analytics. A final platform integrates seamlessly with the client’s existing systems through event-driven synchronization and delivers high-performance reporting powered by Metabase. As a result, even complex logistics reports combining multiple data sources and layered business logic are generated in just a few seconds.

01

Order or Booking Creation

The initial step requires a business user, like a purchasing manager, order fulfillment manager, or freight forwarder, to input the purchase order or booking into the platform. Here, they select the delivery parameters, such as the destination (e.g., a warehouse or shopping mall), dates, mode of transport (sea, air, or road), and other shipment details. The initial input guides all further logistics operations within the platform.

02

Validation, Access Control, and Logistics Calculations

After submission, the system validates the order and applies role-based access control so each party sees only relevant data. It supports logistics-specific logic, including multi-modal routing and gross versus chargeable weight calculations. Orders are linked to bookings and shipments, with advanced search to track product status across batch runs.

03

Ongoing Synchronization and Milestone Monitoring

Frends is integrated at the architectural level to orchestrate data flows and maintain a central, up-to-date hub. Incoming webhooks capture events such as orders, shipments and deliveries, while outgoing webhooks share updates with relevant parties. Shipment milestones are tracked in real time, and missing dates or delays automatically trigger tasks for resolution.

04

Secure Data Storage and Immutable Audit Trails

PostgreSQL stores operational data such as orders, shipments, documents and audit trails. Database triggers create immutable, transaction-level logs to ensure transparency and regulatory compliance, capturing all document changes from the UI or external integrations. The document management system provides easy access to batch-related files while enforcing role-based access controls.

05

Unified Dashboard, Global Search, and Self-Service Analytics

Users now have a real-time operational dashboard with end-to-end shipment visibility. A smart search engine lets them quickly find orders by invoice, tracking ID or other references. Integrated with Metabase, the platform enables independent report creation and analysis, with complex reports that once took minutes to load now opening in seconds.

06

Notifications and Event-Driven Data Exchange

Stakeholders receive automated email notifications about shipment status changes and delivery timelines. Data exchange with external systems is handled through event-driven webhooks, keeping all stakeholders and systems synchronized.

Example scenario

A purchasing manager can place an order for goods needed for a promotional campaign in a shopping mall. The system tracks the order from the supplier through international transportation, into the destination port, and finally to distribution and last-mile delivery vehicles.

In the event of a vessel’s status change or arrival delay, the platform automatically updates shipment statuses and generates tasks for responsible stakeholders. All participants, like agents, freight forwarders, and distribution managers, work with the same latest data, aiming to minimize the chance of miscommunication and obtain effective operational flow.

The global logistics market size

  • Trillion dollars, $

Source: Precedence Research

Use cases

The product delivers value to all key participants in the logistics and transportation workflow, covering Purchasing Managers, Product Manufacturers, Order Fulfillment Managers, Freight Forwarders, Distribution Managers, and Last-Mile Coordinators. Every role has assigned access rights and works relying on shared, up-to-date information.

Purchase Order Planning

A purchasing manager creates a purchase order and defines key delivery parameters, including destination, required delivery date, and transport mode. The system validates the order, applies multi-company access rules, and links it to the relevant bookings and shipments. From that moment, the goods are tracked across the entire logistics chain, from the supplier through international transportation to the end delivery point. Marketing and sales coordinate campaigns and inventory around accurate delivery schedules using live milestone updates, automated notifications, and centralized visibility.

International Freight Consolidation

A freight forwarder consolidates booking requests incoming from manufacturing companies and organizes their transport to destination countries using sea, air, or road modes. The system manages routing logic, shipment milestones, and documentation in a full-featured environment. All participants, covering agents and clients, have 24/7 access to dynamically updated shipment statuses and required documents.

Order Consolidation & Fulfillment

An order fulfillment Manager assembles numerous goods or order lines into optimized bookings, often consolidating items that are ready for shipment to one or more clients. The platform supports flexible modifications even during the preparation stage, maintaining comprehensive traceability through immutable audit logs. Moreover, stakeholders keep up to date about any changes and delays via a configured notification system and detailed change history, preventing operational conflicts.

Distribution & Last-Mile Planning

A distribution manager plans and coordinates last-mile deliveries based on goods received in the destination country or port. Once shipments arrive and are processed, they are allocated to delivery vehicles based on predefined parameters and business logic. The platform provides a live view into delivery readiness, supports task initiation for missing data or setbacks, and ensures timely and efficient distribution to end clients.

Features we built

The product represents an actively growing MVP, launched with incremental releases. It is architected to continue scaling together with our client’s growing transportation and supply chain operations.

Purchase Order

A purchase order management module that initiates the logistics lifecycle and connects procurement data directly to booking and shipment workflows.

Booking

A core logistics module that consolidates orders into batches, aligns transport legs, and synchronizes operational data across stakeholders, while supporting a booking approval flow that secures delivery term confirmation.

Shipments

A centralized shipment management system that monitors and demonstrates status changes, documentation, routing, and cross-company responsibilities throughout the transportation flow.

Delivery

A delivery tracking module that interconnects final shipment stages with operational updates, enabling visibility from dispatch to last-mile coordination.

Admin

A centralized administration hub that enables multi-company management, deep RBAC configuration, audit control, and system control within the logistics lifecycle.

Agent’s Routing

The feature automatically assigns incoming orders to the appropriate agent based on predefined routing logic, distributing workload efficiently.

Client Access Management

An access control system that assigns company-level roles and permissions, ensuring secure, responsibility-based cooperation in the portal.

Email Notifications

An automated notification system that keeps stakeholders informed about all updates, shipment status changes, and operational milestones in real time.

LI List View

A performance-optimized list interface designed to help users quickly track the required products across all the supply chain stages, displaying the latest status from production to delivery.

Integration API

An event-driven API layer that integrates the platform with the client’s existing ecosystem, facilitating synchronized data exchange and reducing manual coordination.

Reporting

A high-performance reporting module that processes sophisticated, multi-source logistics queries in seconds, optimizing the slow legacy reporting system.

My Workspace

A personalized operational dashboard where users can track assigned tasks, shipments, and responsibilities within a single structured view.

Why PLANEKS

PLANEKS was chosen for our strong knowledge of logistics systems and proven experience in implementing resilient, scalable software products. The client is pleased with the outcomes of the cooperation and continues partnering with us on additional initiatives. We’re also happy to say that previous feedback has publicly noted our reliability, transparency in communication, and technical ownership.

Personal Recommendation

Suitable engagement model

In this transportation management system case study, the project was delivered through a time & material outsourcing engagement model, providing high flexibility to adapt to changing requirements and facilitating cohesive collaboration with the client’s team.

Since the end of 2024, we have been cooperating with the client to reengineer and scale the transportation platform. There was no dedicated in-house team responsible for the system modernization. The outsourcing model allowed the client to proceed to the platform development without internal hiring, as well as benefit from the high expertise and an already established collaboration model between the client and PLANEKS.  The structure was kept concise and effective: one Product Owner on the client side and one Project Manager/Business Analyst on our side as the main communication point, with weekly ceremonies and regular syncs.

Challenges

The client needed a single web portal that would provide complete end-to-end supply chain visibility across the entire logistics lifecycle: Purchase Order → Booking → Shipment → Delivery. The previous version of the platform was difficult to maintain, lacked crucial operational features, and could not fully support the client’s growing logistics complexity.

Root Cause

The client’s legacy solution suffered from weak ERP integrations, slow performance, limited reporting capabilities, missing multi-company and multi-role RBAC, high maintenance costs, and low scalability. From the architectural perspective, it was not implemented to handle complex multi-stakeholder logistics workflows or to increase data volume efficiently.

Business Impact

The limitations inevitably affected staff productivity, client roadmap, user experience, and the company’s scalability. Thus, low reports delayed operational decisions, fragmented tools reduced essential transparency, and the system’s rigidity limited support for future extension.

Goals

The project aimed to modernize the client’s transportation management capabilities and remove the technical limitations of the legacy system. Our goals focused on enhancing performance, governance, integration, and operational visibility for the logistics lifecycle.

1

Build a Full Logistics Visibility Platform

Create a new transportation management system that supports the logistics cycle according to the client’s operational requirements, organizing orders, bookings, shipments, port processing, and last-mile delivery within one fully-fledged environment.
2

Eliminate Performance Bottlenecks

Resolve the slow performance issues of the previous portal, particularly heavy operational reports that combined multiple data sources and complex business logic, ensuring they are carried out within seconds instead of minutes.
3

Introduce Granular Access Control and Traceability

Implement a multi-company, multi-role RBAC schema together with immutable, database-level audit trails to enforce strict visibility boundaries, ensure clear accountability, and meet compliance requirements across all stakeholders.
4

Enable Integration and Analytics

Seamlessly integrate the new platform into the existing ecosystem and introduce advanced, customizable reporting using Metabase to equip business users with real-time insights and deep operational control.

Development Approach

The development process followed Agile principles with elements of Scrumban. The cooperation began in December 2024 and actively continues.

Development cycle

Within the project delivery, there were ten iterations of varying lengths, each introducing new MVP functionality. Early iterations implemented order creation and consolidation logic, while later ones covered shipment handling, reporting modules, integration flows, port processing logic, and distribution to delivery vehicles.

Communication

The collaboration was structured and close from the very beginning. On the client side, one Product Owner acted as the primary contact. On our side, a PM/BA led communication and coordinated all project discussions. Our team included one full-stack developer, a part-time team lead who also contributed as a full-stack developer, and additional part-time PM/BA support.

PLANEKS, as a Python web development company, conducted daily sync meetings and iteration planning sessions with the client. We’ve organized structured requirement workshops and delivered weekly progress reports to review progress, discuss priorities, and plan upcoming work. Apart from iteration planning and daily operational coordination, we conducted separate requirement-gathering sessions whenever new functionality was introduced. Our weekly reporting provided an absolute view into the current implementation status, completed tasks, and upcoming milestones to achieve progressive engineering throughout the ten-month development cycle.

Requirements

Our solution

The client needed a comprehensive operational portal to support the full logistics lifecycle from purchase order creation to booking, shipment handling, port processing, and last-mile delivery. The system had to replace fragmented tools, manual coordination, and partially synchronized systems with a unified platform, ensuring all stakeholders have the latest data and clearly defined processes.

We delivered a centralized transportation management platform that unifies orders, bookings, shipments, port processing, distribution planning, task management, document handling, and analytics within a single operational environment. All participants in the logistics chain now operate in synchronized workflows with shared, up-to-date data.

The platform needed to support multiple companies working within the same system, each with different user roles such as purchasing managers, freight forwarders, distribution managers, agents, carriers, and end customers. Consequently, the system required clearly defined visibility limits and separated operational responsibilities.

Our experts also implemented a multi-company, multi-role RBAC schema designed specifically for logistics operations. Permission logic was centralized and optimized to ensure strict access control while maintaining high performance, even in data-heavy operations.

The previous system suffered from slow performance, especially in heavy operational reports comprising multiple data sources and layered business rules. At the same time, the new system needed to preserve granular RBAC and logistics-specific filtering conditions without sacrificing speed.

In this logistics case study, we redesigned query structures, optimized RBAC filtering, and improved database join strategies. Reports that previously required two to three minutes to load now execute in several seconds, even when combining multiple data sources and complex business logic conditions.

Users required the functionality to create orders, consolidate them into bookings, manage shipments, process goods in the destination port, and distribute them to delivery vehicles. Shipment changes needed to remain fully adjustable throughout preparation stages while remaining transparent.

We implemented dynamic shipment lifecycle management with flexible creation and modification of orders, bookings, and shipments. Users can consolidate goods into batches, process them in ports, and distribute them to delivery vehicles while maintaining complete operational visibility and structured change history.

Operational documents such as purchase orders, bookings, and shipment records required full transparency and accountability. Standard application-level logging was insufficient to guarantee immutable, transaction-level traceability across both UI and integration updates.

The platform now has database-level immutable audit trails based on PostgreSQL trigger-based mechanisms. Every critical document change is logged directly at the database level, ensuring tamper-proof traceability regardless of whether updates originate from the user interface or external integrations.

The client already relied on Frends as an integration hub for import and export operations. The new system had to integrate seamlessly into this ecosystem while maintaining consistent business logic across both internal workflows and external interfaces. Our aim was also to prevent logic duplication and validation discrepancies to avoid additional support overhead.

We implemented an event-driven integration layer using incoming and outgoing webhooks. Core business logic was centralized to ensure identical validation rules, state transitions, and workflows across the portal and APIs. All order and delivery data is synchronized immediately, providing stakeholders with up-to-date information.

Reporting and Business Intelligence (BI) capabilities in the previous portal were limited and rigid. Business users required advanced analytics and the ability to create or modify reports independently without developer intervention.

The system was renovated with solution stacks that provide tried-and-true scalability, including Python, Django, PostgreSQL, and a structured integration layer. Core business logic was centralized to ensure consistency across the portal and APIs.

Results:

The platform has delivered a single source of truth for all stakeholders via a synchronized operational environment with consistent, real-time data. Besides, ongoing support efforts have decreased, and the system is architected to scale as logistics volumes grow.

The platform streamlines daily logistics operations with benefits like speed, visibility, and control in one platform. High-load analytical queries that used to slow workflows now run almost instantly, achieving more efficient performance.

Heavy reports previously took two to three minutes to load, but now they open in just 3-4 seconds, even when aggregating data from multiple sources and applying layered logistics-specific filters across orders, vessels, and port histories.

A full-featured data environment now eliminates fragmented coordination and ensures real-time information for parties across logistics operations. 

Furthermore, business users obtain direct control over reporting through self-service analytics, reducing technical dependency. The outcome of our transportation Python case study is a scalable, integration-ready system that effectively handles expanding logistics volumes, maintains operational clarity, and minimizes long-term maintenance effort.

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Whether you’re building a new transport platform or modernizing legacy logistics systems, our team delivers scalable, reliable solutions tailored to your operations. Let’s discuss how we can streamline your workflows, improve visibility, and support your growth.

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