AI offers huge potential — but for most businesses, the hardest part is knowing where to start.
That’s where I come in.
I help small and mid-sized companies identify, prioritize, and test where AI can create real business value — before investing in large-scale projects.
Through short, focused AI Opportunity Sprints, we explore your operations, uncover automation and optimization opportunities, and validate the most promising ones with quick, practical prototypes.
You’ll finish with clarity, confidence, and a concrete roadmap for AI that pays off — not just another buzzword experiment.
My focus: practical, fast, and profitable AI adoption — grounded in real business needs.
How I help you move from ideas to impact
Whether you’re exploring AI for the first time or scaling proven use cases, I offer focused, high-value engagements designed to create clarity, validate results, and accelerate adoption.
Discover and validate your best AI use cases — fast.
In just a few weeks, we identify and test where AI can make or save money in your business. You’ll get a clear understanding of high-ROI opportunities, a ranked list of ideas, and one validated proof of concept to guide your next move.
👉 Best for: SMEs exploring AI for the first time or unsure where to start.
Turn validated ideas into real business impact.
Once we’ve identified and tested promising AI opportunities, I help you plan and oversee implementation — from vendor selection to technical design and deployment support.
You stay in control, avoid common pitfalls, and move from concept to production with confidence.
👉 Best for: Companies ready to move from prototype to production.
Ongoing strategic and technical support — only when you need it.
If you already have AI initiatives or a development team, I can join as a fractional AI/ML expert to guide projects, review solutions, or contribute hands-on to critical components.
Flexible collaboration, senior expertise, no full-time commitment.
👉 Best for: Teams needing experienced AI guidance or temporary capacity.
I help companies turn AI ideas into measurable business results — fast. Here are a few examples of how short, focused projects uncovered and validated real opportunities for automation and optimization.
A logistics company wanted to explore how AI could reduce manual data entry from shipping documents. In just a few weeks, we built and validated a prototype that automatically extracts and structures data from complex PDFs using LLMs — cutting processing time and errors dramatically.
Outcome: clear business case and roadmap for automation rollout.
A growing organization wanted to test if an internal AI assistant could reduce time spent searching documents. We ran a short validation sprint using semantic search and GPT-based retrieval — demonstrating a working prototype that answered real employee queries using their own data. Outcome: validated potential for 30–50% time savings in information retrieval.
Each project started as a small, focused exploration — and turned into a proven business case for AI.
Practical expertise, business focus, and a validation-first mindset that helps you find what actually works with AI.
I start with your goals and pain points — not with algorithms. Every project focuses on creating measurable business value, not just building another model.
Instead of months of research or big budgets, I help you validate your best AI ideas in weeks — so you can invest with confidence and avoid costly detours.
With experience across machine learning, optimization, and LLMs, I translate complex technology into straightforward, practical solutions that anyone can understand.
I don’t stop at slides or strategy — I build real prototypes that prove what works (and what doesn’t). You’ll see tangible results fast, not just recommendations.
Work with me on your terms — from a short AI Opportunity Sprint to fractional support during implementation. No lock-ins, no unnecessary overhead.
I’ve delivered projects in logistics, energy, and IT — giving me a broad view of how different businesses create value with AI, and fresh ideas you can apply right away.
Practical expertise, business focus, and a validation-first mindset that helps you find what actually works with AI.
That’s exactly what I help you find out.
Through a short AI Opportunity Sprint, we explore your workflows and data to identify where AI can save time, reduce costs, or unlock new capabilities.
Instead of guessing or following trends, you’ll know where AI actually pays off in your business.
Click here to get an overview of example use cases for AI in businesses.
It begins with a short, free consultation where we discuss your business and challenges.
If there’s a fit, we’ll start with an AI Opportunity Sprint — a 2–4 week engagement that helps you discover, prioritize, and validate your highest-value AI opportunities.
Most sprints are completed within 2–4 weeks, depending on the scope and data availability.
They’re designed to deliver fast clarity and measurable outcomes — not open-ended consulting.
Perfect — that gives us a starting point.
I can help you assess how well your existing tools perform, where they fall short, and what new opportunities might exist for improvement or integration.
My approach is additive, not disruptive — we build on what already works.
I’ve worked across several industries, including logistics, renewable energy, and IT — but the approach is industry-agnostic.
Any business with repetitive processes, data, or decisions can benefit from validating where AI adds value.
Yes — SMEs are my primary focus.
I design my projects to be fast, affordable, and practical, specifically for companies without dedicated in-house AI teams.
Yes. Your data stays under your control.
I can work entirely within your environment and ensure all data handling follows GDPR requirements.
Transparency and security are always part of the process.
Each sprint ends with clear, tangible outcomes:
A prioritized list of high-ROI AI opportunities
One validated proof of concept or prototype
Concrete next steps and ROI estimates
Even when an idea doesn’t work, you gain clarity — saving time and money later.
Yes. After the sprint, I can continue supporting you with implementation planning, vendor selection, or fractional AI expertise — so validated ideas turn into real business impact.
No — I work with clients across Europe and internationally.
Workshops and meetings are typically online, but I’m available for on-site sessions when needed.
Not necessarily.
Many AI use cases can start with the data you already have — or even with publicly available models.
Part of my process is to assess what’s feasible today and what additional data might help later. You don’t need “big data” to see real results.
That’s actually a success — because you’ll know early what’s not worth pursuing.
The goal is validation: discovering which ideas are viable and which aren’t, before committing serious resources.
You end up with clarity and confidence, no matter the result.
Absolutely.
Most of my clients are non-technical businesses using AI for document handling, forecasting, customer communication, or internal process optimization.
You don’t need an in-house data team — I guide you through every step, in plain language.
Most AI Opportunity Sprints range from €2,000 to €10,000, depending on scope and complexity.
Follow-up consulting or implementation support is billed transparently at a fixed daily or hourly rate usually ranging from €100/hour to €150/hour.
You’ll always receive a clear proposal before we begin.
Still have questions?
Let’s talk about your business and see where AI could make a real difference — no jargon, no obligation.
