Skip to content
← Back to portfolio Transport Management System

TMS System — Transport Management System for the freight industry

TMS System — Transport Management System for the freight industry is an MKM Labs case study from 2024 for CoreTSL. The project covers transport management system in logistics and transport. A multi-tenant SaaS for transport companies — AI route optimization, fleet management, CMR documents and automated settlements in one platform. Below we describe the challenge, solution, scope, technology stack and deployment outcome.

MKM Labs case study: TMS System — Transport Management System for the freight industry
Client
CoreTSL
Industry
Logistics and transport
Year
2024
Type
Transport Management System

Success story

What we delivered

We built a comprehensive TMS system as a multi-tenant SaaS. Dedicated panels for dispatchers, drivers and end clients work on the same data in real time. An AI layer optimizes routes based on historical drive times and fuel costs, generates CMR documents via OCR of scans, and automates carrier settlements.

2024 year delivered
5+ work areas
React 19.2 main stack

Business problem

The challenge

Freight companies managed their fleet, paperwork and settlements across several disconnected tools — Excel sheets, emails and third-party apps. There was no single source of truth, and manual data re-entry caused errors in CMR documents and delays in carrier settlements.

Solution

How we solved it

We built a comprehensive TMS system as a multi-tenant SaaS. Dedicated panels for dispatchers, drivers and end clients work on the same data in real time. An AI layer optimizes routes based on historical drive times and fuel costs, generates CMR documents via OCR of scans, and automates carrier settlements.

Results

Deployment outcome

  • Reduced transport order creation time from 25 to 4 minutes
  • Automatic CMR generation eliminates 100% of data re-entry errors
  • One panel replaces 3 external tools — savings on licences and training
  • AI route optimizer shortens the average trip by 8–12% vs manual planning

Scope

What we delivered

SaaS applicationAI agentsERP integrationsAPI & webhooksClient portal

Stack

Technologies

React 19.2TypeScript 6.0Node.js 26PostgreSQL 18.3AITailwind CSS 4.3

Want a similar project?

Tell us what you need to rebuild, automate or launch. We will answer with a focused technical path and the first realistic scope.

Book a free call
Available for new projects

Start building. First call is free.

Free 30-minute consultation. We'll come back with a proposal within 24h.

Start your project — book a callSee our work
30+
Projects
10×
Faster with AI
24h
Response
7
Years exp.