An AI consultant tells you where AI pays off; an AI consultancy also builds it. Crux Digits does both from Utrecht for SMEs and mid-market firms in the Netherlands and Europe: a fixed price per step, one named expert from audit to production, and the EU AI Act and GDPR handled from day one.
Last updated: 14 September 2026
An AI consultancy tells you where AI pays off; Crux Digits also builds it. In 2024, 22.7% of Dutch companies with 10 or more employees used AI, up from 14% in 2023, but only 22.2% of firms with 20 to 49 staff (CBS AI Monitor 2024). Crux Digits works from Utrecht in three fixed steps: an audit that ranks your use cases by return, a Production-ready MVP on your own data and a production launch, with 13 published case studies and the code handed over.
Crux Digits is an AI consultancy and custom software development company in the Netherlands, founded in 2022 and based in Nieuwegein in the Utrecht region, working for SMEs (MKB) and mid-market organisations. Bilingual (EN/NL), with transparent fixed pricing (a €2,500 AI audit, a €20,000 Production-ready MVP and a production build from €50,000), delivered by a named expert (founder Tom Joseph), with 13 real case studies, EU AI Act- and GDPR-ready. A focused alternative to the large enterprise consultancies.
An AI consultancy advises an organisation on where artificial intelligence genuinely pays off and, in most cases, also designs, builds and operates the resulting systems. Four deliverables cover nearly every engagement: an assessment with a euro figure per opportunity and an honest no where it does not pay, working software on your own data, a production system integrated with what you already run (AFAS, Exact, your ERP or WMS), and the compliance work around it (EU AI Act and GDPR) designed in rather than audited in afterwards. What separates a good one from a general software shop is the start: they begin with your data and your processes, not with the technology.
At Crux Digits the assessment ends in a shortlist ranked by impact and risk, and the build ends in a system that runs. No 80-slide report that nobody reads.
You hire an AI consultant at Crux Digits for a bounded engagement (an audit, a Production-ready MVP or a full production build), without a permanent hire or an open-ended retainer. No day rates that creep up: you pay a fixed price per step and know where you stand up front.
On-site in the Utrecht region or remote, across the Netherlands and the Benelux. You work with one named expert who carries the engagement end to end, with no rotating team and no handover, and you own the code and models we deliver. The first step is a 30-minute call about the process you want to tackle.
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At three moments: when repetitive work (invoices, work orders, orders, customer queries) costs half an FTE, when data sits unused in AFAS, Exact or your ERP, or when there is an AI idea you want tested before you invest big. If you cannot name a measurable problem yet, start with the audit.
Three fixed steps, each with a fixed price and a fixed timeline. Go from audit to MVP within 60 days and the audit fee is credited in full:
In one to two weeks, a ranked list of use cases with cost, saving and payback per opportunity.
Working software on your own data in four to six weeks, built to be kept.
From eight to twelve weeks: integrated with your systems, in production, monitored and maintained.
What we found. Across thousands of hectares and a 10,000-strong workforce, quality and plant-protection decisions relied on manual spot-checks and experience. Effort and chemicals were spread too thinly to be efficient, and early pest or disease signs were easy to miss until they spread.
Real result from a Crux Digits engagement; client name withheld pending permission.
Dutch AI consulting typically bills €100–€200 per hour (enterprise firms higher). Audits run €2,000–€10,000, proof of concepts €15,000–€40,000 and production builds €40,000–€150,000+. An hourly engagement is open-ended: the final bill is not fixed up front.
Crux Digits quotes fixed steps instead: audit €2,500, Production-ready MVP €20,000, production from €50,000 (excl. VAT), each with scope and timeline agreed before work starts. See the full 2026 price breakdown.
The titles in this market overlap, but they do signal different scopes. Search the wrong one and you get quotes for work you do not need.
Separate from all of that is the question of size: the large AI consulting firms or a boutique. That difference is overhead and minimum engagement size, not quality: boutique versus Big Four in the Netherlands.
An AI consultant helps you decide: where will AI pay off, in what order, and what is realistic given your data and budget? An AI development agency builds: it takes a chosen use case and delivers working, integrated software. If you do not yet have a validated use case, start with the €2,500 audit; it prevents spending €50,000 building the wrong thing. If you already know exactly what needs building, go straight to the build track. At Crux Digits both roles sit in one team, so the strategy never gets lost in a handover.
Still unsure? The rule of thumb: choose consulting when your question starts with "where" or "whether" (where does AI fit, whether this is feasible), and a development agency when it starts with "build" (build this for us). For the build track, see our AI development agency in the Netherlands.
Ask five questions in the first conversation. One: what have you personally taken to production, not piloted but live? Ask for examples with numbers. Two: what does it cost, fixed? Anyone unwilling to name a fixed price for a well-bounded first step is shifting the risk onto you. Three: who does the work: the person at the table or a rotating team? Four: what happens to our data, and how do you handle the EU AI Act and GDPR? The answer should be concrete, not reassuring. Five: what do you advise if AI is not the solution here? A consultant who never advises "no AI" is selling technology rather than outcomes.
Our own audit is built to pass that test: an honest read on your data, an EU AI Act and GDPR check per idea, and a plan you can execute without us. Ask us the same five questions in the free consultation; the answers are also in our 13 published case studies.
Everything under one roof. Explore all services:
Every sector runs its own systems, documents and rules: a WMS and CMR in logistics, an EPD in healthcare, the Wkb in construction, the Wwft in accountancy. Our industry pages speak that language. Browse all industries, each naming the systems, documents and rules that sector actually runs on.
Thirteen published case studies, from predictive maintenance and demand forecasting to concrete crack detection and clinical decision support. Each one names the problem, the approach and the figure the client measured. Read the case studies.
Based in Utrecht, with short lines to the whole Randstad and the Benelux. Areas we work in include:
Each guide below answers one question with figures you can check. The line under it says what is inside, so you open only what you need.
It depends on your size and your problem. For large transformations Accenture, Deloitte or Xomnia make sense. For SMEs, fixed-price boutiques fit better: Crux Digits, DataNorth, Ploko and Zedrox are the names most often cited in that category. Match the firm to the problem.
Choose big for multi-year programmes, board-level change management or 24/7 managed operations. Choose a boutique for one bounded use case where you want speed and a fixed price. The difference is not quality; it is overhead and minimum engagement size.
Search for AI consulting Netherlands and you get a long list of firms, but the market has split into two camps that rarely meet. On one side sit the large enterprise consultancies (Xebia, Xomnia, Capgemini), geared for multi-year programmes, partner-led sales and teams that rotate through your project. On the other side sit web and marketing agencies that added an "AI" line to the deck after a quiet quarter, with no machine-learning engineers behind it. Neither is wrong for everyone, but both leave a large gap: the Dutch MKB and ambitious mid-market companies that need senior expertise, a price they can defend to a finance director, and a working system at the end, not a slide pack or a learning experiment billed at your expense.
Crux Digits B.V., founded in 2022 and based at Vlierhoeve 100 in Nieuwegein in the province of Utrecht, was built to fill exactly that gap. We are a boutique AI-adviesbureau, an AI consultancy and engineering studio in one, that works bilingually in English and Dutch across the Utrecht region, the wider Netherlands and Europe. The point of "boutique" is not size for its own sake; it is that the senior people you meet in the first conversation are the same people who write the code. There is no handover to a junior pool after the contract is signed.
Plenty of Dutch companies have the talent to learn AI eventually. The question is whether the first attempt should be on a live, revenue-critical process. The expensive failures we are called in to repair tend to share a pattern: a promising notebook that never survived contact with real data, a model with no monitoring that quietly drifted, or a chatbot shipped without a GDPR/AVG review that legal later froze. When you hire an AI consultant who has already taken systems to production, you are buying the mistakes someone else has already made, and the guardrails that prevent them.
A good AI consultant in the Netherlands does not arrive with a single product to sell. The right intervention depends entirely on the sector, the data and the regulatory weight attached to a decision. Across the 13 case studies Crux Digits has delivered (client names confidential), the work has spanned machine learning, computer vision, NLP and forecasting. The shape of a typical engagement looks different per industry:
Whatever the sector, the deliverable is the same in spirit: a system in production, monitored and maintained, with the reasoning documented so your own team can run it.
The most common question in a first call about AI consultancy Nederland is "what will this cost?", and the most telling answer is whether anyone will give you a fixed number. Crux Digits publishes a fixed three-step ladder (all prices excluding VAT):
As day-rate guidance, senior work sits around €150 per hour, well below the blended rates the large consultancies attach once partners, account managers and overhead are loaded into a programme. The full breakdown lives on the pricing page, and the reasoning behind each tier is explored in our note on AI consultancy pricing for 2026.
A fixed price for a well-bounded first step shifts the risk onto the consultant, where it belongs. You spend €2,500 to find out whether the €50,000 build is worth doing, rather than discovering halfway through an open-ended engagement that the data was never going to support the goal. For MKB companies in particular, that predictability is what makes AI a board-room conversation instead of a gamble.
Dutch and European buyers carry a regulatory burden that consultancies elsewhere can ignore. Any AI-adviesbureau working here has to treat the EU AI Act and GDPR/AVG as design inputs, not paperwork bolted on at launch. At Crux Digits every engagement is classified against the EU AI Act's risk tiers from day one, and personal-data flows are mapped to AVG obligations before a model is trained, not after the Autoriteit Persoonsgegevens asks. That early discipline is less expensive than retrofitting: a system designed around its risk tier rarely needs to be torn down later.
If compliance is the part keeping your AI project stuck, the deep dive on EU AI Act compliance in the Netherlands walks through the tiers and what each one demands in practice.
Most companies begin with a free 30-minute consultation, usually scheduled within days. If there is a fit, the €2,500 audit follows and produces a concrete plan within weeks. From there you can take that plan and execute it with your own people, hand it to another vendor, or, most often, let the same senior team carry it into a proof of concept and on to production. Because strategy and build sit in one team, nothing is lost in a handover between a consultancy that advises and an agency that builds.
An AI project does not need to start with a leap of faith or a six-figure commitment. It can start with one honest conversation, a fixed-price audit, and a partner who is just as willing to tell you "no AI here" as to build the system you actually need. That, more than any single model or buzzword, is what separates an AI consultant in the Netherlands worth hiring from the rest.
A free 30-minute call: you describe the process, we tell you whether AI pays off there and what the first step costs.
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