Pragmatic AI that actually reduces costs and saves time

We build simple, high-ROI AI systems for businesses that want real results, no hype, no overengineering, no wasted budgets

We will not

  • build a 50k € chatbot if an FAQ page solves the problem
  • use a massive LLM when a smaller model is good enough
  • do “AI for AI’s sake”
  • keep quiet about any data privacy issues that may arise by using a cloud provider

Does AI make sense for you?

If the math doesn’t make sense, it’s not worth doing. Use our free calculator to see whether AI can realistically automate or improve your task and by how much.

Task type

Estimated monthly net savings

339,65 €

vs full manual: 67.9%

* Estimate monthly net savings vs doing the work manually. Uses OpenAI list pricing, 30% review time, volume per month, and no risk premium. Task-type token rates assume agentic AI. The total also assumes the task can be completed using purely an LLM-based system.

Open full calculator Adjust the model, review percentage, risk premium, and explore the full worksheet

Confused? No worries, send us a message in the contact form or schedule a free consultation.

What can we do for you?

  • Custom AI development — Tailored systems that fit your exact workflows
  • AI & strategy audits — Honest assessments of where AI makes sense (and where it doesn’t)
  • Legacy system integration — Bringing modern AI capabilities to your existing tools without costly rip-and-replace

Not sure where to start? Schedule a free consultation
no pressure, just a clear-eyed discussion about your opportunities.

Case study

Quizketball

For Quizketball’s mobile app, we built a core feature that runs a fine-tuned LLM directly on-device. The result: fast, responsive interactions with no cloud round-trips, optimized for real-world latency and cost efficiency on edge devices.

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