In today’s digital landscape, organizations are rapidly blending low-code app development with machine learning (ML) to unlock data-driven insights. The latest integration between Altair RapidMiner and Mendix, both part of the Siemens Xcelerator ecosystem, marks a major step in making AI accessible for every enterprise.
This collaboration empowers developers and data scientists to build, deploy, and consume ML models directly within Mendix apps, bridging the gap between AI innovation and business application delivery.
The integration process is straightforward yet powerful:
- Build the model: Use Altair RapidMiner’s Workflow Studio or Python/Jupyter notebooks to design and train ML models.
- Deploy via REST API: RapidMiner makes deployment easy, automatically exposing your models as REST APIs through the Altair AI Cloud.
- Connect to Mendix: Using Mendix’s Consume REST Service feature, developers can plug predictive results directly into their low-code apps.
This workflow eliminates the need for complex middleware or infrastructure management making AI-as-a-service within Mendix a reality.
A practical example of this collaboration is predictive maintenance anticipating equipment failures before they happen.
Using Altair RapidMiner, engineers can build an ML model that analyzes sensor data (temperature, vibration, pressure) to predict failures.
That model is then connected to a Mendix app, which:
- Displays health indicators for machines in real time.
- Sends alerts when failure probability exceeds a threshold.
- Helps schedule maintenance proactively, reducing downtime and cost.
Beyond maintenance, this same approach applies to customer churn analysis, fraud detection, and supply chain optimization enabling Mendix apps to act intelligently across industries.
The Mendix 11.4 release introduced a wave of enhancements that align perfectly with AI-driven development:
- Altair RapidMiner Showcase App – a prebuilt example demonstrating how to integrate machine learning predictions (e.g., employee attrition) into a Mendix app.
- Batch conversion of Dojo widgets to React, larger dialogs, and custom overview templates – all designed to accelerate app modernization.
- Dynamic Case Management (beta) and Capital Connector – extending Mendix’s reach into process automation and E/E system design.
- Improved REST and OData services – enabling smooth API connections to external AI services like Altair RapidMiner.
These updates together make Mendix faster, more flexible, and AI-ready, empowering developers to build next-generation smart apps on a single low-code platform.
Mendix developers can now explore the Altair RapidMiner Showcase App available on the Mendix Marketplace.
This example demonstrates:
- How to connect your Mendix app to an Altair AI Hub endpoint.
- How to use REST services for live predictions.
- How to visualize results and make data-driven decisions (e.g., predicting employee attrition).
Even teams with minimal data science background can start building AI-enhanced Mendix apps within hours.
The integration of Altair RapidMiner into the Siemens ecosystem alongside Mendix, Teamcenter, and Capital showcases Siemens’ commitment to delivering a connected digital thread from design and simulation to deployment and analytics.
For PROLIM’s customers, this means:
- Simplified AI adoption within existing Mendix solutions.
- Seamless extension of PLM and engineering data into intelligent, insight-driven applications.
- A unified path toward Executable Digital Twin (XDT) capabilities blending design, simulation, and AI in one connected environment.
With the combined power of Mendix and Altair RapidMiner, enterprises can now embed intelligence directly into their apps without needing specialized coding or data science expertise.
From predictive maintenance to intelligent HR analytics, this integration unlocks the next generation of smart, data-driven applications that learn, adapt, and deliver real business value.
Value Based Licensing continues to be one option for you to take your workflow to the next level. AI optional add-on modules is one area that could help; be sure to continue your journey with value based licensing by taking a look at the links below.
