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Agentic AI in Eindhoven: how SMEs implement AI that actually does the work
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Eindhoven is more than the city of Philips and ASML. Brainport, the ecosystem surrounding the region, is one of the most innovative technology clusters in Europe. Hundreds of SMEs operate here as suppliers, service partners or independent businesses in sectors such as high-tech manufacturing, logistics, construction and professional services. They work in technologically advanced environments, but their internal processes often still run manually.
That contrast is the starting point for agentic AI in the region.
Research by Wolters Kluwer (2026) shows that 84% of Dutch SMEs want to invest more in AI over the next three years. And 81% are already operating in a cloud environment. The technical foundation is there. But the step from an AI tool that answers your questions to an AI system that genuinely takes over work is one most businesses have not yet made.
The CBS AI Monitor 2024 confirms this: only 17.8% of companies with 10 to 19 employees actively use AI in production. Companies with more than 500 employees sit at 59.2%. The gap is significant.
That is exactly the role that agentic AI consultants in Eindhoven fill: bridging the gap between the intention to use AI and the actual implementation of digital employees that take over tasks.
The Brainport region has a unique characteristic: a dense concentration of high-tech businesses alongside a large SME ecosystem that depends on those major players as clients or customers. Think of manufacturing companies supplying components, engineering firms managing projects, or professional service providers supporting operations.
That position in the value chain brings specific challenges: a great deal of data exchange, complex planning processes, and requirements around documentation and traceability. All processes that agentic AI handles well.
The AI Summit Brainport 2025 signalled the same shift: the focus is moving from “understanding what AI can do” to “actually implementing AI in processes.” Brainport for SMEs, the support programme for businesses in the region, sees digitalisation projects as one of the most important growth questions for its members.
In other words: the region is ready. The question is whether your business can find the right partner to build it.
Most SMEs that say “we already do something with AI” mean: someone on the team uses ChatGPT for emails or summaries. That is a good start, but it is not agentic AI.
The difference is fundamental.
Generative AI models like ChatGPT answer questions and generate text. They respond to what you enter. When you stop, the system stops. There is always a human needed to take the next step, check the output and take action.
Agentic AI works differently. An agentic AI system is given a goal and works it out independently: it plans intermediate steps, uses tools and systems, handles execution, and adjusts its approach based on what it encounters. A human does not need to initiate every step.
Concrete examples of agentic AI in practice:
These are not future scenarios. These are implementations being built today for SMEs in the Brainport region.
Want to know more about the principles behind agentic AI? Read our article what is agentic AI for a complete overview.
Which processes are best suited to agentic AI at an Eindhoven business? That depends on the sector, but three categories come up again and again.
Many SMEs in Brainport process dozens of customer requests each day via email: quote requests, delivery questions, change requests, complaints. Each request requires looking up information in multiple systems, a manual response, and an update in the CRM or ERP.
For businesses in construction, engineering or professional services in the Eindhoven region, preparing quotes or reports is a time-consuming, repetitive process. Data is pulled from multiple sources, combined and formatted.
Leads that come in via the website or a campaign are often not followed up by many businesses for hours or days. An agentic AI agent can pick this up immediately: qualify the lead, send a personalised first message, monitor the response and initiate the next step.
Many SME directors ask us: how long does it take to get agentic AI actually running? And what does it require from our side?
The answer is: a well-configured agentic AI system for an SME of 20 to 50 employees does not take a year and does not require a large IT department. At The Agentic Group we work with a structured approach that delivers measurable results within 90 days.
We start with a thorough analysis of your current processes: which tasks are repetitive, which systems do you use, where is the most manual burden? We do not look at what AI can do, but at what your specific situation requires.
Based on the analysis, we select two or three processes with the highest impact and lowest implementation risk. We design the agent architecture: which tools does the agent use, which decisions does it make independently, and when does it escalate to a human?
We build the agentic AI systems and integrate them with your existing tools: your ERP (AFAS, Exact, SAP), CRM (HubSpot, Salesforce, industry tools), email and planning systems. The agent works with your data, in your environment.
Integration with existing business systems is critical. You can read more about how we connect systems on our page about intelligent process automation.
We run a controlled test period, measure results, adjust where necessary, and deliver the system with documentation and a handover plan. Your team learns how to monitor and manage the agent.
For SMEs that are at the beginning of their AI journey, our services around SaaS integration are a logical first step for connecting systems before agents are deployed.
There are an increasing number of parties calling themselves “AI consultants.” Not all of them actually build agentic AI systems that run in a production environment. What should you look for when choosing an agentic AI provider in the Eindhoven region?
Agentic AI systems process business and customer data. Compliance is not a side note. A good agentic AI consultant in Eindhoven works with EU-based infrastructure, documents data flows, and ensures your systems comply with GDPR. More on compliance: EU AI Act compliance.
There is a difference between a consultant who helps you via a Teams call from another country and a partner who knows the Eindhoven and Brainport region, understands how SMEs work here, and is accessible when the system raises questions. Not because “local” is always better, but because context matters in implementations that go deep into your business processes.
The Agentic Group is an agentic AI company based in the Eindhoven region. We build digital employees for SMEs that want to take over repetitive work: from customer communication and administration to more complex process automation.
We do not work with off-the-shelf templates you could just as easily activate yourself. We design and build systems that connect to your specific processes, your existing software, and the scale of your organisation.
Eindhoven SMEs operate in a technologically demanding environment. Clients place high demands on accuracy, speed and documentation. The pressure to scale without proportionally growing headcount is real. That is exactly the situation where agentic AI adds the most value.
We work with businesses in sectors including high-tech suppliers, professional services, construction and engineering, and administration. The common denominator: a great deal of manual work in processes that are actually perfectly repeatable.
What we build is called the AI Business Brain: a coherent layer of agentic AI on top of your existing systems that processes data, makes decisions and executes work. Not separate tools alongside each other, but a system that understands how your business works and acts independently within the parameters you set.
More about The Agentic Group and our approach: about us.
Below are the most common questions from SME directors and owners in the Eindhoven and Brainport region.
An agentic AI consultant analyses your business processes and builds AI systems that independently carry out tasks: processing emails, retrieving data, making decisions, and updating systems. The difference from a regular IT consultant: the focus is on autonomous AI agents that execute multiple steps without a human intervening at each action.
ChatGPT waits for your input and responds. It is passive: it waits for your instruction. Agentic AI is active: an agent is given a goal, plans the steps itself, executes them, and adjusts its approach based on what it encounters. You do not need to be present for every step. More on this distinction: what is agentic AI.
Yes. The Agentic Group is a local agentic AI company active in the Eindhoven and Brainport region, specialised in agentic AI implementations for SMEs with 10 to 100 employees.
The investment varies by scope. A first implementation for an SME of 20 to 50 employees typically falls in the category of a fixed-scope project. We work with a phased approach: start with two or three processes, measure the results, then scale up. Contact us for a bespoke estimate via the AI Business Brain.
For a clearly scoped project (two or three processes), a production system is achievable within 60 to 90 days: two to three weeks for intake and analysis, four to six weeks for building and integration, two weeks of testing before you formally go live.
Processes that work well for agentic AI are: repeatable (the same steps each time), data-driven (the system has access to the right information), and reasonably describable (you can explain what an employee would do). In the Brainport region those are typically: customer communication, quote processes, planning and reporting.
The AI Business Brain is the name for the coherent AI layer that The Agentic Group builds on top of your existing systems. It is not a product you buy: it is a bespoke architecture of agentic AI that understands how your business works and acts independently within the boundaries you set. For Brainport SMEs this means: processes that currently cost time and personnel capacity are handled by digital employees. More information at /ai-bedrijfsbrein.
We work with EU-based infrastructure, document data flows for every implementation, and only build systems where the processing of personal data is configured in compliance with GDPR. For businesses in sectors with higher compliance requirements (healthcare, finance, HR) we add a supplementary risk assessment. More on compliance: EU AI Act compliance.
Book an introductory meeting and discover the AI Business Brain: agentic AI that genuinely takes over work for your team in the Eindhoven and Brainport region.
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