AI consultancy

AI Consultancy in Luxembourg: independent-minded advice on artificial intelligence for small businesses and SMEs

Choosing, scoping and running an artificial intelligence project takes more than technology. You need to know which problem to solve, with which tool, at what cost, with what risks, and how to make sure your team will actually use the result. Praecon AI is an AI agency based in Bertrange, Luxembourg. We work as AI consultants for owner-managers of small businesses and SMEs: we help you decide before you spend, and then, if you wish, we help you build.

Talk about your situation · Call us: +352 661 822 522

What an AI consultant does for a small business or SME

An AI consultant is not there to explain what AI is. The job is to help you make sound decisions in a field where the offer is crowded, confusing and often exaggerated. In practice, the work falls into five missions.

Clarify the need. Which problems in your business are worth solving, and which do not need AI at all.
Guide the choice of solutions. AI voice agent, workflow automation, custom GPT assistant, off-the-shelf tool, bespoke development: which one fits your case, and at what total cost.
Assess offers. Read a supplier's quote, compare two proposals, spot the promises that nothing supports.
Frame the risks. Personal data, the EU AI Act, supplier lock-in, answer quality, and the cases where a human must take over.
Steer delivery. Set success criteria, follow the project, measure what it brings, then adjust or stop.

This work is done with the business owner, sometimes with an operations or IT lead, rarely with the whole team. It is deliberately practical: every recommendation comes with its reasons and its limits.

AI consultants in Luxembourg: why the local context matters

Searching for "AI consultants in Luxembourg" returns a mixed field: large consulting firms, IT integrators, software vendors, freelancers and specialised agencies. They do not serve the same customers. A large firm is built for large organisations and long programmes. A small business needs something different: a short, concrete piece of advice from someone who understands its size, its budget and its constraints.

The Luxembourg context adds specific factors that a generic consultancy may overlook.

Languages. Customers and staff move between French, German, English, Luxembourgish and Portuguese, sometimes within a single phone call. A solution that works well in one language can fail in another, so language coverage has to be tested, not assumed.
Regulation. GDPR applies, the EU AI Act is being phased in, and some professions carry additional confidentiality duties. Each project needs a clear view of which personal data flows where.
Business size. The economy is dominated by small and medium-sized businesses. Advice that assumes a dedicated IT department or a large budget does not fit them.
Public funding. Support schemes exist for certain digital and AI projects, with their own eligibility rules. Knowing how they work can change the economics of a project.

Praecon AI is based in Bertrange and works with businesses in Luxembourg and the Greater Region. We know this context because we operate in it every day.

Why an AI consultant rather than just a supplier

A supplier who sells a solution will naturally tend to propose that solution. That is not dishonest; it is how commerce works. But it is not always what you need at the moment you decide. These are the situations where an advisory view makes a real difference.

You have several proposals and cannot compare them. The quotes do not describe the same things, count the same costs or promise the same results.
You fear choosing the wrong priority. You hesitate between several projects and have no clear criterion to choose.
You want to understand before buying. You do not want to depend on a single contact to judge what is being sold to you.
You have already tried something that did not work. An abandoned tool, a disappointing chatbot, a project that cost more than planned: it helps to understand why before trying again.
You have to justify a decision. To a partner, a board, an accountant or a funding body.

We are both an agency that builds and a consultancy that advises. We say so plainly so that you can factor it in. If you ask us for advice only, we give you an honest opinion, including when it leads to a solution we do not sell, or to doing nothing at all.

Areas of advice

AI strategy for your business

Where can AI make a real difference in your activity, and where can it not? We help you define two or three realistic priorities, put them in order and set an ambition level that matches your size and your capacity to deliver. For a small business, an AI strategy often fits on one page: three projects, an order, an owner, a way to measure.

Conversational AI: voice agents, assistants and chat

Many small businesses start with conversational AI, because the telephone and the inbox are where time and customers are lost. A conversational AI consultancy engagement looks at questions such as: should calls be answered by an AI voice agent, a simple call-forwarding rule, or a human receptionist? What should the assistant never do? How does it hand over to a person? How is a booking confirmed only once it has really been recorded? We help you answer these questions before choosing a platform, and we help you write the conversation rules, the escalation rules and the tests that a conversational AI system needs before it goes live.

Choosing solutions and suppliers

An AI voice agent, a custom automation, a custom GPT, an off-the-shelf product with AI features: each family has its strengths and its limits. We help you choose according to your constraints, including the total cost over several years (subscriptions, usage, maintenance, support), the level of dependence on a supplier and how easy it is to change.

Quotes and commercial proposals

We review the proposals you have received, from us or from others: scope, what is included and what is not, assumptions, termination terms, ownership of data and configurations, recurring costs. We flag grey areas and the questions to ask before signing.

Compliance: GDPR and the EU AI Act

For every project, we identify the personal data involved, the transparency duties, the points that need human validation and the documents to prepare. For example, when an assistant speaks directly to people outside your company, the AI Act requires that they be told they are dealing with an AI system. We work from the texts, and we do not replace a lawyer: for sensitive cases we recommend legal validation.

Governance and rules of use

Who decides which tools are used? Which data may be entered? Who checks the quality of answers? Who answers when a customer asks about your use of AI? We help you set these rules simply, and, where needed, we train teams with an AI training course for companies.

Project steering and measuring results

We help you fix, before launch, what success will mean: number of appointments correctly recorded, time saved on a task, requests resolved without intervention, cost per result. Then we follow the first months and help you decide whether to continue, adjust or stop.

How we work with you

A first conversation to understand your situation

We listen to your activity, your constraints and what you have already tried. This conversation is free and carries no obligation. It tells us whether we can be useful, and how.

A scoped assignment with a clear deliverable

If an advisory assignment makes sense, we define it in writing: the question to address, the duration, the expected deliverable and what is out of scope. No vague engagement, no endless hourly billing.

Reasoned recommendations

Every recommendation comes with its reasons, its alternatives and its limits. We separate what is verified from what is an assumption and what is an estimate. We tell you when a point must be checked with a third party (supplier, public body, legal adviser).

A decision that remains yours

We shed light; you decide. You can implement our recommendations with us, with another supplier, or in-house.

Consultancy or AI audit: what is the difference?

The two approaches are related but answer different needs.

	AI audit	AI consultancy
Central question	Where can AI help in the way I operate?	Which decision do I need to take, and how?
Starting point	Your processes and tasks	A decision, a doubt, a proposal to assess
Deliverable	Prioritised action plan with assumptions	Reasoned opinion, comparison, scoping or steering
Duration	One-off	One-off or support over time
Best for	A business that does not know where to start	An owner who must decide or follow a project

Many businesses start with an AI audit, then need advice to decide and steer. Others already know what they want and need an opinion on a specific proposal. We adapt.

Examples of questions we handle

These are the kinds of questions owners bring to us. They are illustrative and unrelated to any particular company.

"I received two proposals for an AI phone answering service at very different prices. What explains the gap, and what should I ask before choosing?"
"My team uses ChatGPT with no rules. What should I put in place without blocking everything?"
"I want to automate part of my inbox management. Is that realistic, and where do I start?"
"A supplier offers me a chatbot for my website. How is that different from a voice agent?"
"How much does a voice agent project really cost, subscription and maintenance included?"
"How do I measure whether my AI project has worked?"
"Is my project compatible with GDPR and the AI Act?"

How to choose an AI consultant

Whether you work with us or with someone else, here are simple questions to ask before entrusting an advisory assignment.

Do they disclose what they also sell? A consultant who also delivers projects is entitled to do so, provided they say so and can recommend something else.
Do they talk about your problem before tools? Good advice starts from the situation of the business, not from a list of products.
Do they separate what is verified from what is assumed? Promises without assumptions are a bad sign.
Will they say "I do not know" or "this is not useful"? A consultant who always finds a project to launch will cost you dearly.
Do they hand over a clear document you can reread and have reviewed? Spoken advice that disappears is not advice.
Do they define the assignment in writing? Question, duration, deliverable, exclusions.
Do they discuss compliance without dramatising or ignoring it? GDPR and the AI Act are real subjects, but they justify neither panic nor casualness.
Do they know your local context? Languages, customers, the legal framework and available funding in Luxembourg change a great deal.

The decision mistakes we see most often

Useful advice mostly prevents wrong decisions. These are the most frequent mistakes in small businesses.

Comparing prices without comparing scope. Two quotes at different prices often do not cover the same thing: one includes maintenance, testing and training, the other does not. The cheapest price becomes the most expensive a few months later.
Choosing the tool before the problem. A solution is bought because it is fashionable or well presented, and the use for it is sought afterwards.
Underestimating recurring costs. Subscriptions, usage-based charges, support, updates: the cost of a project is not limited to its set-up.
Forgetting the exit. If you want to change supplier, who owns the configuration, the scripts, the data and the phone numbers? That question is asked before signing, not after.
Not defining success. Without a measurable criterion, a project is judged on feeling, and it is then hard to decide whether to continue or stop.
Neglecting the team. A project that the team does not understand and does not use fails, even if it is technically flawless.
Deciding too fast on a sensitive subject. Health data, recruitment, automated decisions: it is better to take time for advice than to correct afterwards.

Sectors we know best

We have gone deep into several trades, with dedicated pages. Advice draws on this field knowledge when your activity belongs to one of them.

Recruitment and staffing agencies: call qualification, follow-ups, candidate screening, with the limit that the hiring decision stays human.
Accounting and fiduciary firms: call peaks, document collection, reminders for missing documents.
Construction and trades: calls from site, appointments, quotes.
Estate agencies: calls about listings, viewings.
Medical and paramedical practices: appointment booking, without medical advice.

For other sectors we proceed differently: we listen, we ask questions, and we say clearly what we know and what we do not.

Our approach to advising

We say what we do not know. When information depends on a supplier, a public body or a legal text, we point to the official source rather than answer from memory.
We prefer the simplest solution that works. A fixed rule, a document template or a tool you already own beats an unnecessarily complex AI project.
We do not promise a return on investment. We help you calculate it with your data and visible assumptions.
We declare our interests. We also deliver projects. If a recommendation benefits us, we say so; if it does not, we give it anyway.
We document. You keep clear documents that you can reread, share and have reviewed by a third party.

What advice does not do

It does not replace legal, accounting or tax advice.
It does not guarantee a result. It reduces the risk of being wrong; it does not remove it.
It does not replace the owner's decision, nor your knowledge of your own trade.
It is not always necessary. If your need is simple and well identified, a short conversation is enough.

Funding and advice

Some AI projects may, depending on the case, be partly funded by a public scheme such as the SME Package AI. This can change the economics of a project. We help you understand the scheme and check whether your project might qualify. Eligibility is validated by the body concerned after a pre-analysis and cannot be guaranteed in advance. See our page on the SME Package AI, where we set out, transparently, where we stand in relation to this programme.

Who this is for

AI consultancy is for small businesses and SMEs in Luxembourg and the Greater Region run by people who want to understand before deciding, and who have neither an IT director nor an in-house AI lead. We mostly work with companies from a few people to a few dozen people.

It is probably too early to call a consultant if you have not yet identified a specific problem, or if you are only looking for a particular tool whose name and price you already know. In that case a short conversation is enough, and we will tell you so.

Frequently asked questions

What does an AI consultant do?

An AI consultant helps a company decide how to use AI: which problems to address, with which solutions, at what cost, with which risks, and how to measure the results. They can also review quotes, frame compliance and steer a project.

What is the difference between an AI consultant and an AI agency?

A consultant advises and helps you decide. An agency builds the solutions. Praecon AI does both, and we say so clearly: you can ask us for advice only, with no commitment to a build.

Can an AI consultant be independent of a supplier?

We also deliver projects, so we have an interest in certain solutions. We declare that interest, we give reasons for every recommendation and we can advise a solution we do not sell.

How much does an AI consultancy assignment cost?

The budget depends on the question to be addressed, the duration and the expected deliverable. We set it by quotation, after a free first conversation.

Can you review a quote from another supplier?

Yes. We review the scope, the assumptions, the recurring costs, the exit terms and the ownership of data, and we list the questions to ask before signing.

What is the difference between consultancy and an AI audit?

The AI audit analyses how you operate to identify where AI can help and in what order. Consultancy answers a specific decision: compare offers, scope a project, frame the risks, steer delivery. The two can complement each other.

Do you cover conversational AI?

Yes. Conversational AI, meaning voice agents, assistants and chat, is the area we know best. We help you decide whether it fits your business, define what the assistant may and may not do, and set the tests required before it goes live.

Can you help with GDPR and AI Act compliance?

We identify the data and the transparency duties for each project, and we flag the points to validate. We do not replace a lawyer: for sensitive cases, legal validation remains advisable.

Can the advice be given remotely?

Largely, yes. We can also travel within Luxembourg when it is useful.

In which languages do you advise?

Tell us which languages you need during the first conversation. We adapt documents and exchanges to what your team uses.

Do you guarantee the success of an AI project?

No. We reduce the risk of being wrong by scoping the need, comparing solutions and setting success criteria before launch. We do not guarantee a result.

Do you work with companies outside Luxembourg?

Our core activity is Luxembourg and the Greater Region. Contact us to look at your situation.

Do I need to have a project already to contact you?

No. A first conversation can simply clarify a question or tell you whether an AI project makes sense in your case.

Let's talk about your situation with an AI agency in Luxembourg

Do you have a decision to make about AI and want an honest opinion? Contact Praecon AI, your AI agency in Bertrange: the team replies within 24 hours and offers a first conversation with no obligation to see how we can help.