AI agency or AI consultancy in Luxembourg: how to choose
Laurent Tousch12 min readDEFREN
Learn more about AI implementation in Luxembourg, and if you are weighing outside help against a hire, read our AI consultant vs in-house hire cost comparison.
Search "AI agency Luxembourg" or "AI consultancy Luxembourg" and you get a list of very different businesses using the same words. A Big Four practice, a Microsoft partner, a three-person automation studio and a data scientist working alone can all describe themselves as AI consultants. They are not interchangeable, and the most expensive mistake I see is not picking a bad provider. It is picking a good provider of the wrong type for the job.
I run 20 More, an AI agency in Luxembourg, and we are one of these types: an AI automation studio. So I have an interest, and I will say plainly where a studio like ours is the wrong choice. This guide is meant to be useful even if you hire someone else. It covers the provider types, what a project involves and what drives its cost, how Luxembourg funding changes the order of steps, the questions to ask, and what to put in the contract.
What kinds of AI providers are there in Luxembourg?
I group them by what they actually deliver, not by what they call themselves.
| Provider type | Best for | Typical engagement | Watch out for |
|---|---|---|---|
| Large consultancies and Big Four | AI strategy, governance, risk frameworks, regulated sectors, board-level programmes | Multi-week assessment, roadmap and governance work by a team; delivery often a separate phase | Frameworks sized for large groups; ask who actually does the work and who builds after the slides |
| IT integrators and software vendors' partners | Rolling out a platform you have chosen: Microsoft 365 Copilot, a cloud AI service, the AI features of your ERP or CRM | Licences plus deployment, security configuration and training | The recommendation follows the platform they resell; your use case comes second |
| AI automation studios and boutiques | Building and running specific workflows: document processing, email triage, AI agents connected to your systems | Fixed-scope project of a few weeks, then a monthly run and support plan | Small teams mean key-person risk; insist on documentation, accounts in your name and a handover plan |
| Freelancers | A well-defined technical task when someone inside your company will own the result | Day rate or time and materials | Availability, continuity and who runs it after go-live; you still need a GDPR processor contract |
| Public and research bodies | Orientation, maturity assessment, training, funding routes, research-grade problems | Programmes, assessments, collaborative projects | They point you to providers and fund work; they do not run your day-to-day workflow |
A few facts on the public side, since these are the names readers ask me about most:
- Luxinnovation is the national innovation agency. It runs Fit 4 AI and connects companies with referenced consultants (Luxinnovation).
- The Luxembourg AI Factory is the national platform for AI adoption, run by a consortium of LuxProvide, Luxinnovation, the Luxembourg National Data Service, the University of Luxembourg and LIST, with Luxinnovation as the single point of entry (Luxinnovation). Its services run from maturity assessments and training to sandboxes and access to the MeluXina supercomputer (AI Factory). We cover it in detail in our AI Factory and MeluXina guide.
- LIST, the Luxembourg Institute of Science and Technology, is a public research institute that runs applied research projects with companies, including on AI (LIST).
"Agentic AI" is a label, not a provider type. An agent that reads incoming requests, looks things up in your systems and drafts the next step is a workflow build, and it sits with studios, some integrators and some freelancers. Ask to see one running, not a demo of a chat window.
Which type fits which need?
A rough rule I use when someone asks me who they should call:
- "We need a position on AI for the board, the regulator or the group." Large consultancy, or a Fit 4 AI analysis with a referenced consultant.
- "We bought Microsoft 365 and want Copilot to work properly." Your Microsoft partner or integrator.
- "Our team spends hours a week on invoices, emails or files, and we want that to stop." An automation studio. This is what we do at 20 More.
- "Our developer needs help connecting one model to one system." A freelancer can be enough.
- "We don't know where to start." A maturity assessment through the AI Factory or Fit 4 AI, then a provider for the first project.
Mixing is normal. A company might take a strategy from a consultancy, licences from an integrator and its first two workflows from a studio. What matters is that each provider knows where its job ends.
What does an AI project involve, and what drives the cost?
There is no public market rate for AI work in Luxembourg, and I will not invent one. What I can tell you is what moves the price in any quote you receive:
| Cost driver | Why it matters |
|---|---|
| Number of systems to connect | Each integration (ERP, mailbox, document store, CRM) adds build and testing time |
| Variety and quality of your inputs | Fifty supplier invoice layouts cost more than five; scans cost more than clean PDFs |
| Languages | Testing in French, German, English and Luxembourgish is extra work, and it is not optional here |
| Human review steps | Who approves what, and how exceptions reach a person |
| Compliance work | Processor contracts, a data protection impact assessment where needed, staff information |
| Running costs after go-live | Model usage, hosting, monitoring, updates when a model is retired |
The last line is where quotes differ most and buyers look least. A project that is cheap to build but has no one running it is not cheap. Our AI implementation cost guide goes into budgets in more depth, and as one reference point, 20 More publishes its own project and care-plan prices on our pricing page.
How are AI projects in Luxembourg funded?
Two national schemes matter for most SMEs. They fund different phases.
| SME Packages – AI | Fit 4 AI | |
|---|---|---|
| What it funds | Implementing an AI solution with a provider | A consultant's analysis of AI opportunities, ending in a costed action plan |
| Project size | €3,000 to €25,000 excl. VAT (Guichet.lu) | Eligible costs from €10,000 excl. VAT for an SME, with a ceiling that depends on company size (Guichet.lu) |
| Aid | 70% of eligible costs, so at most €17,500 | 50% for SMEs, 30% for large companies; only the consultant's study costs |
| Entry point | Pre-analysis with the Chamber of Commerce's House of Entrepreneurship, or eHandwierk at the Chamber of Skilled Trades and Crafts | Luxinnovation, which connects you with approved consultants |
For SME Packages – AI, the sequence on Guichet.lu is: pre-analysis, then you choose the package and the provider and agree a quote of €3,000 to €25,000 excl. VAT, then the provider implements, then an evaluation meeting closes the file.
The rule that catches people is timing. The Ministry of the Economy's general conditions for SME aid say that no binding commitment on the project may be made before the aid application is submitted (Guichet.lu). In practice: do not sign the order or let anyone start work until the application is in. Any provider who suggests "starting now and sorting the paperwork later" is putting your grant at risk. Our SME Packages AI guide walks through the application.
Ten questions to ask before you sign
For the warning signs to watch for during the sales process, see why most AI agencies fail their clients. These are the questions I would ask any provider, including us.
| # | Question | A good answer sounds like |
|---|---|---|
| 1 | Can you show me a similar workflow running in production? | A live system or a screen recording with real (anonymised) data, not a slide or a demo built for the meeting |
| 2 | Who runs it after go-live, and what does that cost? | A named person or team, a monthly scope and price, and what happens when something breaks |
| 3 | Where does our data go? | A list of every system and model provider that touches it, where they process it, and a data processing agreement under GDPR Art. 28 |
| 4 | Which models do you use, and why those? | A reason tied to your task (accuracy on your documents, language, cost, data location), not "the latest one" |
| 5 | How will we measure results? | A baseline taken before the build (time, error rate, volume) and the same measure after |
| 6 | Which languages does it handle? | Tested on your real material in French, German, English and, where relevant, Luxembourgish |
| 7 | What happens when the model changes? | A test set re-run before any switch; model vendors publish retirement schedules (Anthropic, OpenAI), so this will happen |
| 8 | Who owns the code, prompts and configuration? | You do, or you get a clear licence; their reusable components are named |
| 9 | How do we leave? | Documentation, accounts in your name, data export, and a handover period written into the contract |
| 10 | What is our role under the AI Act, and yours? | A clear answer on provider and deployer for each system (AI Act Art. 3), plus who covers AI literacy for your staff |
On question 10: under Article 3 of the AI Act, the provider develops a system, or has it developed, and places it on the market or puts it into service under its own name or trademark; the deployer uses it under its own authority (EUR-Lex). A system built for you and run under your brand can make you the provider, with the duties that come with it. Our provider vs deployer quick reference has the four questions that decide it. Two duties apply today: since 2 February 2025, both roles must take measures to support the AI literacy of staff who use AI (Art. 4, European Commission), and the Article 50 transparency duties have applied since 2 August 2026 (European Commission).
What should the contract say?
A short checklist. None of it is exotic, and a provider who resists any of it is telling you something.
| Clause | What to write in |
|---|---|
| Data processing agreement | The GDPR Art. 28(3) content: subject, duration, purpose, types of data, your instructions, confidentiality, security measures, and deletion or return of data at the end (EUR-Lex) |
| Sub-processors | The named list of model providers, hosting and tools; under GDPR Art. 28(2) the provider needs your prior written authorisation and must tell you about changes so you can object |
| Data location and transfers | Where data is stored and processed; if anything leaves the EEA, which GDPR Chapter V transfer mechanism applies (Art. 44 to 49); whether the model provider may use your data for training |
| Intellectual property | Who owns the custom code, prompts, workflow configuration and test sets; what licence you get to the provider's pre-existing components |
| Acceptance criteria | A test set of your real documents or cases, a measurable threshold, and who signs off |
| Support and service levels | Response times, monitoring, who pays model and hosting costs, how changes are requested and priced |
| Exit and handover | Notice period, documentation, credentials and accounts transferred or already in your name, data export format, a defined handover period |
| AI Act roles | Which party is provider and which is deployer for each system (Art. 3), and what information the provider gives you to meet your duties |
| Funding | Quote format and dates that match your SME Packages or Fit 4 AI file, with work starting only after the application is submitted |
One practical habit makes most of the exit clause easy: have the cloud, API and automation accounts opened in your company's name from day one, with the provider as a user. Then leaving means removing a user, not migrating a system.
For the GDPR side of choosing AI tools in general, our GDPR-compliant AI guide has a vendor checklist, and if you want the AI Act part done for you, see our AI Act readiness service.
Frequently asked questions
How much does an AI agency cost in Luxembourg?
There is no published market rate, and the range between a single automation and a group-wide programme is very wide. The main cost drivers are the number of systems to connect, the variety of your documents, the languages involved and who runs the system after go-live. Some providers, including 20 More, publish their prices; for an SME project, SME Packages – AI can cover 70% of eligible costs on a project between €3,000 and €25,000 excl. VAT (Guichet.lu).
Can an AI project in Luxembourg be subsidised?
Yes. SME Packages – AI funds implementation at 70% of eligible costs, up to €17,500, through the Ministry of the Economy. Fit 4 AI funds a consultant's analysis and costed action plan at 50% for SMEs, on eligible costs starting at €10,000 excl. VAT (Guichet.lu). In both cases, apply before you commit to the provider or start work.
What is the difference between an AI agency and an AI consultancy?
In practice the words overlap, so judge by what is delivered. A consultancy usually produces analysis, strategy and governance; an agency or automation studio usually builds and runs working systems. Ask every provider what you will have at the end of the engagement: a document, a deployed platform, or a running workflow.
Should i hire an AI agency or a freelancer?
A freelancer works well for a well-defined technical task when someone in your company will own and maintain the result. An agency or studio fits better when you need the workflow built, run and supported over time, with cover for holidays and staff changes. Whichever you choose, you still need a GDPR processor agreement, accounts in your name and a written handover plan.
Can one AI agency handle french, german, english and Luxembourgish?
It should, if it works in Luxembourg, but check rather than assume. Ask the provider to test the workflow on your real documents and emails in each language you use, and put language coverage in the acceptance criteria. Accuracy on English demo data says little about a French supplier invoice or a German email from a cross-border customer.
If you want a second opinion on a quote you have received, or a view on which type of provider fits your project, send us a short description. And if you have not done it yet, check your funding eligibility first.
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