AI Solutions & Applied Intelligence
I help you bring AI into your company the right way.
For most companies, AI feels like a black box. Everyone’s talking about it. Few know where to start. Even fewer know how to apply it securely, effectively, and with long-term value.
I help you cut through the noise.
As a fractional CTO, I design and build AI systems that match your actual workflows, use your own data, and are safe to run in your company. No plug-and-play gimmicks – just practical tools that deliver real benefits.
You don’t need to “do AI everywhere.” We start with a small, clear goal: Where does your team lose time or miss knowledge? What internal tasks repeat again and again? What’s the one place people are always searching for information?
You get a functioning AI assistant - custom-trained on your content - that can already answer real questions or support a business task. You test it. Your team gives feedback. We iterate quickly.
We connect the AI assistant to your existing systems - like your CRM, SAP, email, or document storage -so it can pull up the right data, support daily operations, and respect your internal workflows. We also set user permissions and monitor usage to keep everything secure and useful.
I stay on board to ensure your AI continues to deliver value. Whether it’s maintaining performance, adapting to new data, or guiding future use cases. I'm here to support your team, improve systems, and scale what works best.
Internal Knowledge Assistants
Answer common staff questions about processes, tools, documents, or compliance.
No more digging through folders or asking the same questions over and over. This assistant knows where everything is – and gives reliable, cited answers instantly.
AI Copilots for Support or Operations
Help your teams respond faster, route tasks, and find information.
Whether it’s customer service, HR, or internal IT – these copilots reduce manual triage, streamline workflows, and free up time for the work that matters.
Vector-Based Search Bots
AI that reads through PDFs, contracts, manuals, or FAQs - and gives contextual answers with sources.
Forget Ctrl+F. These bots understand what you’re looking for – even if you don’t phrase it perfectly -and bring back accurate, explainable results.
Sovereign AI Tools
Everything is built with open-source components, hosted in the EU, and designed to meet GDPR and EU AI Act requirements.
No data leaves your control. These are tools you own, understand, and trust – compliant by design.
Smart Inbox Assistants
Automatically sort and tag incoming emails, route them to the right person, and even suggest draft replies.
Perfect for overloaded inboxes in HR, sales, or operations. Let AI reduce noise and surface the messages that matter most.
AI-Powered Process Advisors
Map and monitor recurring tasks - then suggest where automation or optimization can save time.
These agents don’t just help with answers – they analyze how your team works and point out inefficiencies you can fix with or without AI.
All of this works because of how we approach it
This isn’t about adding trendy features or chasing the latest buzzwords. It’s about designing solutions that actually work – grounded in your workflows, built with your people in mind, and structured for long-term success.
Whether we’re building AI tools, digital platforms, or designing your system architecture, every step is rooted in your existing tools, your goals, and your team’s day-to-day realities.
That’s why clients don’t just ask me for technology. They bring me in for structure, clarity, and leadership – to create solutions that solve problems instead of creating new ones.
Why companies like this approach
Working with me isn’t just about building an AI tool – it’s about creating something meaningful, sustainable, and tailored to your business.
I don’t believe in off-the-shelf solutions that get forced into your processes. I believe in starting with your goals, your team, and your existing data – and then designing systems that fit naturally, deliver real value, and can grow with your company.
Clients don’t just hire me to write code. They bring me in when they need someone who speaks both languages: the language of business outcomes and the language of modern, secure, compliant technology.
They want clarity. They want results. And they want a partner they can trust to move from strategy to execution – without hype, without guesswork, and without losing control.
Here’s why this approach works so well
You don’t need to invest months of time or hire a team before seeing results.
We start with a clear use case or need – and validate the solution quickly. Whether it’s a prototype, roadmap, or audit, you’ll know early if it solves the right problem. From there, we only scale what works.
Many businesses get locked into tools or vendors they don’t understand or control.
I help you design solutions that run on open foundations – hosted where you need, built transparently, and free from dependency traps. No hidden costs. No surprises.
Your tech isn’t just a tool – it’s an asset with legal, ethical, and operational weight.
From privacy and data control to maintainability and auditability, we design everything to meet today’s standards and tomorrow’s expectations – without backtracking later.
You’re not just hiring a developer – you’re bringing in experience.
As a fractional CTO, I help you navigate complexity, align decisions with your goals, and lead your team or partners with structure and clarity. Strategy and execution – no guesswork, no fluff.
This is for you if...
There’s a constant stream of trends – AI, automation, low-code, new frameworks. But what does any of it really mean for your business? I help you focus on what’s useful, achievable, and tied to real impact – not hype.
You’re not looking for another one-size-fits-all solution. You want someone who understands your domain, respects your constraints, and works side-by-side with your team to build something that fits. That’s where I come in – offering technical guidance with business outcomes in mind.
Whether it’s documents, emails, systems, or staff knowledge – much of your value is trapped in silos. I help you design systems that unlock it: surfacing answers, improving access, or automating repeatable steps.
You don’t want to depend on black-box vendors or make decisions that lead to costly rewrites later. I build with sustainability, compliance, and ownership in mind – helping you stay in control of your tools, your data, and your roadmap.
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Let’s talk about what’s possible
You don’t need a full project plan to start the conversation.
Whether you’re exploring AI for the first time, looking for technical leadership, or just want a second opinion on your strategy – I’ll help you make sense of your next steps. No pressure, no sales pitch. Just a real exchange about what might work for your business.
Drop me a message – or suggest a time for a short intro call.
I usually respond within 1-2 business days.
Prefer to talk live?
Sometimes it’s easier to explain things in a quick conversation.
If you’d rather skip the form and go straight to a call, you can book a free 20–30 minute intro session with me. We’ll look at what you’re trying to achieve and see if I’m the right fit to support you.
No prep needed. No sales pressure. Just a focused, honest exchange.