Intelligence Center X

Traditional digitalization is often static: input A leads to result B. Agents change that. They combine instructions, skills and access to information to handle more diverse situations independently and with context.

From static to smart workflows

Imagine a machine breaking down in a factory or hospital. Today, someone might need to read the error log, search different systems and figure out what to do next.

An agent can do much of this work itself. It can interpret the error, pull relevant information from your ERP or MES, check spare-part availability in SAP and prepare a maintenance ticket.

The technician simply reviews the proposed solution and approves: that is the shift from static rules to fast, context-aware workflows.

Siemens Intelligence Center X

Mendix has always focused on bridging the gap between business and IT. In the agentic era, that means helping organizations embed agents directly into their business processes.

With Mendix as the Agentic Enterprise Platform within Intelligence Center X, organizations can build secure, human-in-the-loop workflows and connect agents to the systems and information they need.

And remember, you don't have to transform everything at once. Start small, prove the value and scale from there.

Choose a use case with a clear ROI, involve end users from the start and establish the right guardrails. Once you've proven what works, you can apply those lessons across the organization.

"The future isn’t AI or humans. It’s humans and AI working together."

Martijn van Kuijk

Martijn van Kuijk

Co-owner Squad Apps

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Connecting the dots

One of the biggest opportunities with agents is their ability to connect information across systems.

Imagine an agent that reads machine logs, checks your PLM system for affected parts and queries SAP for impacted orders. Instead of manually piecing everything together, you can simply ask:

‍What patterns do you see? What is affected? And what should we do next?

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The agent turns that information into actionable suggestions, while a human remains in control.

Don't create an Agent Jungle

There is a risk, though. If every department starts building its own agents without a clear strategy, you can quickly end up with an Agent Jungle: duplicated information, fragmented logic, redundant technology and unnecessary licenses. And without proper controls, hallucinations can quickly reduce trust.

Enterprise agents therefore need more than intelligence. They need integration, security and control. That's where Mendix and Intelligence Center X can help, with capabilities such as security guardrails, human-in-the-loop workflows and knowledge graphs to provide agents with the right context.

How can agents actually benefit your organization?

The possibilities are almost endless. A few examples:

  • Your smartest co-worker: An agent with access to the right organizational information can answer questions, connect the dots between systems and help employees make better decisions.
  • Legacy modernization: Instead of replacing a legacy system overnight, an agent can work with its API layer while you build a modern application layer on top.
  • Support Ticket Resolver: An agent can read customer emails, understand the request, answer common questions and create or route tickets automatically.
  • Automated KYC: Agents can check customer identities, flag risks and request missing information across multiple systems, reducing manual work in Know-Your-Customer-processes.

Agent use cases in healthcare

  • E-Nurse: A virtual assistant that handles initial patient conversations and retrieves information such as appointment details from hospital systems.
  • Medical Note Translator: Turns complex medical terminology into clear, patient-friendly language.
  • Smart Appointment Scheduling: Automatically schedules appointments while taking complex schedules, resources and multi-step visits into account.

Agent use cases for the Chemical & Manufacturing industry

  • Predictive Maintenance: An agent can analyse machine logs and equipment damage, estimate repair times and check parts, suppliers and availability.
  • Sales Helper: Combines CRM, pricing, inventory and production data to give sales reps a complete view of the customer and help them make smarter offers.
  • Supply Chain Risk Tracker: What happens if a key supplier faces new tariffs or a critical material becomes unavailable? An agent can assess the impact, identify alternatives and explore different scenarios.

Start small. Think big.

The Agentic Era isn't about replacing people with AI. It's about giving people better tools to work with the information already available across the organization.

You don't need to start with a company-wide AI strategy. Start with a process, a problem and a clear opportunity to create value.

At Squad Apps, we help organizations identify where agents can make a real impact and turn that opportunity into a working solution with Mendix.

Curious what Agents could do for your organization? Let's explore it together.

Frequently Asked Questions

You may have questions about us and/or our services. Can’t find what you’re looking for? Feel free to get in touch with us.

How does Mendix use AI in low-code development?

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Mendix integrates AI into its Agentic Enterprise Platform to accelerate app and workflow development and enable intelligent agents to work alongside people and existing systems. Based on business context, data and predefined instructions, AI agents can independently perform tasks and support decision-making. This shifts development from building standalone apps to creating connected, intelligent business processes.

How does Squad Apps ensure the security and governance of AI agents in Mendix?

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Security, governance and control are essential when deploying AI agents. Mendix has therefore built governance into the platform, with features such as centralized policies, guardrails, audit trails, and control over agent actions and human approval. This allows organizations to leverage AI agents without losing control over their applications data and processes.

How does Squad Apps integrate AI into the development process?

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Squad Apps is a specialized Mendix partner. Our multidisciplinary squads help organizations make the transition from traditional low-code development to AI-driven automation. We support organizations in identifying the right use cases, designing the architecture, building AI agents, and securely integrating them into the existing IT landscape. This ensures AI doesn’t remain a standalone experiment, but instead delivers tangible value to your organization’s core processes.

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Are you curious about the possibilities of low-code application development for your organization? Leave your details and we will get in touch with you as soon as possible.

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