ENTERPRISE AI/ML LOW-CODE DEVELOPMENT
Build AI-Enhanced Solutions
with AI-Assisted Development
Deliver smart, contextual, and efficient enterprise solutions with Mendix
Harness low-code and
AI to elevate efficiency
Elevate your development strategy and unlock growth potential. Mendix uses AI and machine learning to optimize efficiency, fine-tune decision making, and proactively identify emerging problems.
Equip your development team with AI-assisted co-pilots that provide guidance, enforce best practices, and optimize application performance.
Accelerate innovation with built-in AIAD capabilities
Quickly build sophisticated solutions of the highest quality, performance, and consistency with our AI-assisted development bots, called MxAssist.
Integrated into the IDE, the built-in AI-co-pilots help developers of all skill sets build better apps, faster.
For novice developers, MxAssist provides guidance and enforces best practices, resulting in faster onboarding and higher-quality output. For experienced developers, MxAssist uses anti-patterns to identify and remove application inefficiencies, improving overall performance and security.
Achieve AI-driven operational excellence
Mendix is the only low-code platform with the versatility to facilitate AI/ML integration with both external cognitive services and embedded ML models.
With Mendix-built, AI-powered smart apps, your enterprise can boost efficiency, elevate customer satisfaction, and gain competitive advantage.
You should be building
smart apps with low-code
The challenges of AI are no match for low-code.
Download our latest eBook to see how and why enterprises are building advanced smart apps with low-code.
Related resources
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Introducing the Mendix ML Kit for Low-Code ML DeploymentThe Mendix ML Toolkit allows developers to deploy an ML model—built using a common ML framework and language—into the Mendix Studio Pro runtime in a low-code way.
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Unleashing the Power of ChatGPT With Your Mendix DataChatGPT has the potential to enhance Mendix solutions across various industries, including customer service, education, and healthcare. So how can businesses feed their Mendix data to ChatGPT to unleash its power?
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How to Improve Customer Experiences with AI & ChatbotsCompanies today often grapple with delivering a standout customer experience. For many, the solution lies with artificial intelligence and the ability of AI to run chatbots.
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AI-Assisted DevelopmentMendix leverages Artificial Intelligence (AI) and Machine Learning (ML) to help development teams model and deliver Mendix applications faster, with more consistency and with higher quality.
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What is the Future of Generative AI in the Enterprise?Generative AI in the enterprise? Gordon van Huizen, SVP of Strategy at Mendix shows how to use it to create value, and talks about what else to expect from AI.
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A Guide to ML-Enhanced Applications Powered by Mendix and Amazon SageMakerIncorporating trained machine learning models into applications with the help of Mendix and Amazon SageMaker is fast and easy.
FAQs
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What is MxAssist?
MxAssist is a collection of AI-assisted developer bots that support teams throughout the application development lifecycle.
MxAssist includes three virtual co-developer bots, each with specialized capabilities: MxAssist Logic Bot, MxAssist Best Practice Bot, and MxAssist Data Validation Bot. The purpose of these assistants is to help teams model and deliver higher-quality apps faster and more consistently.
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How does MxAssist work?
MxAssist is built into the Mendix IDE. Our MxAssist bots use deep learning and the ML analysis of millions of anonymized applications to guide developers and make application development faster and easier.
MxAssist includes three specialized virtual co-developer bots:
- MxAssist Logic Bot helps you build models and application logic.
- MxAssist Best Practices Bot makes sure your app follows best practices.
- MxAssist Data Validation Bot uses automation and pre-built expressions to help you build validation microflows.
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Is MxAssist available for all Mendix developers?
Yes. Developers of all experience levels can use MxAssist to accelerate the delivery of low-code apps.
MxAssist helps experienced developers build and innovate faster. Our virtual assistants also help novice developers understand low-code by learning the best actions to take throughout each stage of the application development process.
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How can MxAssist improve the development process?
Whether you’re a novice or a professional, MxAssist helps developers of all skill levels build apps faster and more efficiently.
Our co-developer bots act as virtual Mendix coaches by inspecting models, identifying issues, recommending fixes, and measuring your app against best practices. If you’re new to low-code, MxAssist will serve as your guide throughout the application lifecycle so you can learn how to develop apps as you go. For professional developers, MxAssist streamlines and automates repetitive tasks so you can build fast and innovate more.
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What benefits do embedded ML models provide over hosted AI services?
When you embed an AI/ML model inside your Mendix application, your model and app run inside the same node. This provides many benefits when compared to hosted third-party AI services, such as:
- Better performance
- Less latency
- Lower transactional cost
- Better data security and privacy
- Faster time to market
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Where can I find pre-trained models for my smart apps?
You can see what is available in the ONNX Zoo, which is a collection of pre-trained, state-of-the-art models in the ONNX format contributed by its community members.
If you can’t find what you are looking for in the ONNX Zoo, then any model created by TensorFlow, PyTorch, Caffe, Keras, Wolfram, spaCy, or other AI framework that can convert their models into ONNX format can be used within your Mendix applications.
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Am I limited to using only one type of AI capabilities per app (embedded or hosted)?
No, you can use a combination of embedded and hosted AI capabilities.
Mendix does not limit your AI-enabled smart app integrations in any way. You can use hosted, embedded, or a combination of both.
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What are you plans for generative AI?
Our vision is to leverage generative AI to build the next generation low code platform.
We aim to further developer productivity by transforming the conversation between developer and the Mendix IDE into something more natural, intuitive, and powerful.
Our first generative AI capabilities—powered by our own specialized Large Language Model (LLM) and built in-house—appear in Mendix 10.6.