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Logistics

AI in logistics.

Route-optimization agents, fleet-maintenance AI and yard management — built offline-first for the road.

Proven on Mendix & AI

Live across the network.

From global enterprises to public agencies, logistics teams run production AI applications on Mendix — the platform and the AI MXTechies delivers. A representative slice of what’s live, and the credentials behind it.

Route & fleet

Optimisation and predictive-maintenance apps on Mendix.

Trade documents

Automated BOL, customs and invoice processing.

Warehouse

Inventory, slotting and order-fulfilment automation.

8
Mendix MVPs — top concentration in APAC
300+
enterprise apps in production
250+
AI-certified engineers
21 days
to a production PoC
GenAI
agentic, RAG & vision AI live in production
−14%
miles driven
+30%
ETA accuracy
−60%
manual touches
What you get

Built for the people accountable for outcomes.

One engagement, four answers — to the questions a CIO, CTO, VP of Technology and business owner each bring to the table.

For the CIO

Governed & de-risked

Mendix Cloud with role-based access, audit trails and model-risk controls. Security and compliance built in — not bolted on.

For the CTO

One platform, no rewrite

A 21-day proof of concept scales to 100K users on the same platform. No throwaway prototypes, no re-platforming.

For VP, Technology

Delivery you can trust

AI-assisted development up to 7× faster, delivered by 250+ certified engineers in a repeatable 21-day rhythm.

For the business

Measurable ROI

Fixed-fee proof of concept tied to a clear ROI hypothesis. See the value in production before you commit to scale.

Use cases & impact

Where AI moves the number.

The applications we build most in logistics — each a governed production app on Mendix, with the outcome it drives.

−14%miles driven

Route & load optimization

Agents plan routes against time windows, cost and capacity.

+30%ETA accuracy

ETA prediction

Live models sharpen arrival estimates across the network.

−26%fleet downtime

Fleet maintenance AI

Telemetry models predict failures across the fleet.

+20%yard throughput

Yard management copilot

Orchestrate gate, dock and yard moves in real time.

−60%manual touches

Trade-document automation

Clear BOLs, customs and invoices with extraction.

−20%stockouts

Warehouse demand & slotting

Forecast demand and optimise slotting and replenishment.

Engagement

Built for fleet, network & warehouse operations — delivered by us.

We bring the reference architecture, the use cases, and the AI-certified engineers who’ve already delivered them — from a 5-day discovery to a 21-day production proof of concept.

Built for

Fleet, network & warehouse operations

Services used
MendixAI & MLIntegrationsQuality Eng AI
2026 trends

What’s reshaping logistics.

The app patterns leading teams are putting into production right now.

Trend 01

Autonomous orchestration

Agents planning routes, yards and docks in real time.

Trend 02

Real-time control towers

Live network visibility with predictive ETA.

Trend 03

Document-AI trade

Touchless BOL, customs and invoice processing.

Across the ecosystem

Siemens, Mendix & Altair — together.

Siemens

Xcelerator integration

Enterprise-grade deployment and system integration.

Mendix

Fleet & yard apps

Offline-first fleet, yard and warehouse apps on Mendix.

Altair

RapidMiner

Demand, routing and maintenance models.

Put AI to work in logistics.

Tell us the outcome you’re after. We’ll bring the platform, the AI and the engineers who’ve done it before.

FAQ

Questions, answered.

How quickly can MXTechies deliver an AI solution for logistics?

We run a 5-day discovery to pin the right use case, then a 21-day production proof of concept on Mendix — a working application that scales to enterprise load, not a demo.

What are the top AI use cases in logistics?

The applications we build most are route & load optimization, ETA prediction and fleet-maintenance AI — each governed and deployed on the Mendix platform.

Why build Logistics AI on Mendix?

As a Mendix Platinum Partner backed by Siemens Xcelerator, we deliver visually-modelled, AI-assisted apps with governance, security and observability built in from day one.

Are the solutions secure and compliant?

Yes — apps run on Mendix Cloud with role-based access, audit trails, model-risk controls and data-isolation patterns suited to regulated logistics environments.