AI solutions that actually work
We are the pragmatic partner for AI adoption and implementation. We accelerate your AI ambitions: we run AI Champion programmes, train AI Champion Leads and integrate agents straight into the systems you already use — Microsoft Copilot, Teams, SharePoint, your ERP or CRM.
Choose how you want to work with us.
From a bounded project by the hour to training a permanent hire — three models that each answer a different kind of question.
AI as an Operating System
Your organization's operating system rests on two pillars — and we build both.
AI Tools
Empowering people to work optimally
Give your team superpowers with AI Tools that seamlessly integrate into their daily workflow. From Claude CoWork for smarter collaboration to custom tooling that simplifies complex tasks — so your people get more done with less effort.
AI Agents
Making processes work optimally
Autonomous AI Agents that run your business processes — from intake to reporting, from classification to routing. They work 24/7, scale effortlessly, and get smarter through your own business data.
The 10x Engineer
Our Agentic Consultants are technical consultants working with a 10x mindset — 1 consultant with hyper-effective AI Coding Agents does the work of entire teams. This lets you innovate at the speed of Silicon Valley.
"One Agentic Consultant with the right AI agents is more powerful than an entire development team. That's not future talk — that's how we work today."
AI Agents
Autonomous intelligence for your organization
Our AI agents work independently within your business processes. They take over tasks, solve problems, and scale with your organization.
What We Offer
- HR Agent - Automatic screening and onboarding
- Intelligence Agent - Data analysis and strategic insights
- Marketing Agent - Content generation and personalization
- Email Agent - Intelligent inbox management
- Customer Service Agent - 24/7 customer support
Low-code Automation
Fast results with proven platforms
Not every problem requires custom solutions. With low-code platforms, we quickly and cost-effectively build solutions for standard processes.
What We Offer
- Fast time-to-market (weeks, not months)
- Lower development costs
- Easy to adapt by your own team
- Proven technology and support
- Ideal for workflow automation
High-code Innovation
Custom solutions for unique challenges
Some problems require solutions that don't exist yet. Our consultants build custom software that does exactly what you need.
What We Offer
- Custom AI/ML models
- Complex integrations
- Scalable architecture
- Agentic coding with tools like Claude Code
- Multi-agent systems
Model Selection & Token Optimisation
Better output, lower LLM costs
Token costs explode the moment agents hit production. We help you pick the right model per use case and apply context engineering — less noise, sharper prompts and smart caching — so you get better output and a predictable bill.
What We Offer
- Model selection per task (frontier vs. fast/cheap)
- Context engineering: only what the model needs
- Prompt caching, batching and routing
- Token and cost monitoring per agent
- Evals to safeguard quality after every optimisation
AI Champions & Adoption Acceleration
From pilot to daily use
AI succeeds or fails on adoption, not on technology. We set up AI Champion programmes inside your organisation, train AI Champion Leads and build the rhythm that makes teams use AI every day. Pragmatic, measurable and without endless pilots.
What We Offer
- AI Champion programme: selecting, training and coaching internal ambassadors
- AI Champion Leads — a dedicated point of contact per department with their own roadmap
- Copilot adoption: Microsoft 365 Copilot and Copilot Studio in everyday work
- Integrating agents into existing systems (Teams, SharePoint, ERP, CRM, ticketing)
- Adoption metrics, a use-case backlog and governance that sustains usage
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FIG. 04Three domains
The Automation Group specializes in the three domains that together form the foundation of every agentic organization.
Model Evaluation
Which AI model works best for which task? We test, benchmark, and select based on quality, speed, and cost — tailored to the specific context of your organization. No hype, just evidence.
Model Optimization
Fine-tuning, prompt engineering, and workflow architecture so models don't perform generically, but do exactly what your organization needs. Tailored to your processes, your language, your customer.
Memory Orchestration
The company-wide knowledge brain
This is where the real leverage lies. Most AI implementations don't fail because of model quality — they fail because the model has no memory. No context. No organizational knowledge.
We build that memory
A living, company-wide knowledge system set up via Mem0, Notion, Microsoft Loop, and Obsidian — tailored to your organization's infrastructure.
The result: agents that don't operate blindly, but draw from decades of knowledge, processes, and decisions.
Vibecoding vs Agentic Consultanting
In early 2025, Andrej Karpathy introduced the concept of vibecoding: fully riding the vibes of AI. A year later, he marked the fundamental shift to agentic consultanting.
Vibecoding
Democratization of software
You describe what you want in plain language, and an AI model generates working code. No programming skills needed. Ideal for prototyping, personal automation, and internal tools.
- Prototyping & proof-of-concepts
- Personal automation
- Internal tools without IT tickets
- Learning and experimenting
Agentic Consultanting
Professionalization of AI-driven development
AI agents execute 99% of the code, but humans remain owners of architecture, quality, and correctness. Start with a plan, provide direction, test ruthlessly.
- Specifications & design docs first
- Orchestrate AI agents, don't blindly trust
- Test ruthlessly
- Humans remain owners
The most successful organizations leverage both: vibecoding for speed and broad adoption, agentic consultanting for quality and scalability.
Read the full article on ai.nlOur approach
From first conversation to working solution - a proven approach that guarantees results.
Scoping
1-2 weeksTogether we determine the scope, goals, and success criteria of the project.
Discovery
2-4 weeksDeep dive into your processes, data, and systems to determine the best approach.
Build
4-12 weeksIterative building with regular demos and feedback loops.
Deploy
1-2 weeksCareful rollout with monitoring and optimization.
Adoption
OngoingTraining, documentation, and support to maximize adoption.
OpenClaw: AI Agents on your own hardware
Want AI agents that stay fully private? With OpenClaw — the open-source framework with 100,000+ GitHub stars — we set up local AI agents that work for you 24/7. On a Mac Mini, no cloud needed. Including subagents, MCP integrations and multi-agent architecture.
Bring your team to the agentic level
We deliver dozens of trainings and in-company workshops every year on AI Agents, Agentic Consultanting and vibecoding — from leadership intros to deep hands-on sessions for consultants.
Open trainings
Hands-on programs for developers, PMs and leaders. Learn to build with Claude Code, Codex, n8n and CrewAI.
In-company workshops
On-site, tailored to your stack, data and use cases. From half-day inspiration to multi-day bootcamps.
Team enablement
Ongoing enablement: code reviews, agent pair-programming and a 10x consultant playbook for your team.
Questions about our services
Practical answers about how we work, pricing and collaboration.
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