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The Power of AI, Lobster and Mendix

Connect your systems, automate your processes, and leverage AI where it delivers real business value.

From complaint to solution in minutes with AI, Mendix and Lobster Data Platform

AI offers huge opportunities for organizations. But where do you start? The greatest value often doesn’t come from complex AI projects, but from making existing business processes smarter.

A great example is handling customer complaints. For one of our clients, we developed a demo in which AI, Lobster, and Mendix work together to accelerate the entire complaint-handling process.

The challenge

Almost every organization recognizes this scenario.

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A customer sends an email because a product arrived damaged, a delivery is delayed or a product isn’t working properly. From that moment on, the search begins.

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Which order is it about? Is the product still under warranty? What information is available in the ERP system? Has the customer contacted us before?

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Before a service employee can even respond, they often have to open multiple systems, and 20 minutes can easily have passed.

But what if all the necessary information, along with a proposed solution, were already available before the employee even opens the complaint?

Lobster connected to the world

How it works

In our demo, an incoming complaint is processed completely automatically.

1. A customer sends a complaint by email.

2. Lobster monitors the mailbox and retrieves the message.

3. AI analyzes the content of the email and determines what the complaint is about, how urgent and which order the complaint relates to.

4. Using the order number, Lobster automatically retrieves additional information from the ERP system, such as customer details, delivery date, warranty status and order value.

5. AI combines the complaint with this context and immediately proposes the appropriate course of action, including a draft response to the customer.

1

Een klant stuurt een klacht per e-mail.

2

Lobster monitort de mailbox en haalt het bericht op.

3

AI analyseert de inhoud van de e-mail en bepaalt waar de klacht over gaat, hoe urgent deze is en bij welke order de klacht hoort.

4

Met het ordernummer haalt Lobster automatisch aanvullende gegevens op uit het ERP-systeem, zoals klantgegevens, leverdatum, garantiestatus en orderwaarde.

5

AI combineert de klacht met deze context en doet direct een voorstel voor de juiste afhandeling, inclusief een concept antwoord richting de klant

For example

"Product is covered by warranty. Customer has high priority. Send a replacement product immediately and include a return label."

All the information is then displayed in a Mendix application specifically developed for the service team.

The employee sees everything in one overview:

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The original email

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The AI analysis

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The recommended next steps

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The relevant order details

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The proposed response

The service employee reviews the proposal, adjusts it if necessary, and then sends the response.

Martijn van Kuijk
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The power of Mendix: a business application in days, not months

1. Faster response times

Where employees previously spent 20 minutes searching for information, switching between systems, and drafting a response, the process now takes less than a minute.

The complaint is already fully prepared before an employee starts working on it.

The result:

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Customers receive a faster response

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The same service team can handle significantly more complaints.

2. No more disconnected systems

Employees no longer need to switch between email, ERP, CRM, and other systems. All relevant information is automatically brought together in one clear overview.

This not only saves time, but also reduces errors and makes it easier to onboard new colleagues quickly.

3. More insight and control

Every complaint is automatically recorded as a structured case with status, history, responsible emploeyee and outcome.

This creates valuable management information, such as:

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How many complaints are coming in?

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Which products are they about?

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How quickly are complaints resolved?

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Where are structural problems occurring?

Information that was previously scattered across mailboxes and separate systems suddenly becomes fully transparent.

4. The employee stays in control

AI does not make decisions. Instead, it supports employees by gathering information, performing analyses and making recommendations. The final decision always remains with the service employee. This keeps the process reliable, controllable and compliant.

Why Mendix?

AI and data only create value when employees can easily work with them. That’s why we developed the user interface in Mendix. The application fully aligns with the service employees’ workflow and includes, among other things:

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A clear dashboard.

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One screen with all relevant information.

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Actions that fit the service team’s daily way of working.

AI and Lobster are seamlessly integrated into the same application.

The major advantage of Mendix is that the software adapts to the business process, rather than the other way around.

Need to add an extra status? Change the prioritization? Or connect an additional system? These changes can often be implemented within just a few hours.

Lobster connected to the world

Why Lobster?

A solution like this stands or falls with integration.Mailboxes, ERP systems, AI models and business applications all speak their own language.

Lobster acts as the central integration platform connecting all these systems. In this demo, Lobster takes care of, among other things:

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Reading the mailbox

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Communicating with the AI model

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Retrieving order data from the ERP system

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Sending all information to the Mendix application

Everything is configured without the need for high-code development.

Thanks to support for modern standards such as MCP, AI agents can also be integrated safely and in a manageable way into the existing application landscape. Instead of separate point-to-point integrations, you get one central platform where all data flows are visible and manageable.

From demo to practice

This demo was deliberately kept simple to show what is already possible today. The same approach can be applied to many other business processes.

The technology is ready. The question is no longer whether AI can strengthen your processes, but where you start.

Curious what this could look like in your organization? We'd be happy to show you the demo live.

For example:

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Order processing

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Invoice processing

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Supplier inquiries

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Internal service desks

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Warranty claims

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Returns

Anywhere information from multiple systems needs to be brought together and employees need to make decisions, AI combined with Lobster and Mendix can deliver a significant efficiency boost.

The question is no longer whether AI can enhance your processes, but where (and when) you should start.

Curious what this could mean for your organization?

We’d be happy to show you how this solution works and explore the possibilities for your organization together.