Sharpen use case
Where does AI create real value? We honestly assess benefit, data, and risks.
03/Service · AI & Data
AI & data processing with measurable value
We are a Swiss agency for AI consulting and AI development. We bring artificial intelligence where it creates real value — embedded in your product and your workflows. From LLM integration to data pipelines and automation: pragmatic, secure, with data residency in Switzerland.
What we do
At the core.
- 01
LLM Integration
Language models meaningfully embedded in the product, from assistants to structured data extraction, with attention to cost and data protection.
- 02
Data Engineering
Robust data pipelines and architectures that deliver clean, reliable data, the foundation of every good AI system.
- 03
Automation
Intelligently automate recurring processes, less manual effort, fewer errors.
- 04
MLOps
Deploy, monitor, and evolve models reliably, reproducible and audit-ready.
What's included
Everything delivered.
AI concept & proof of feasibility
Data pipelines
LLM integration in product
Automation workflows
Monitoring & evaluation
Data protection concept
Methods & stack
- LLM Integration
- RAG
- Data Engineering
- Python
- Vector DBs
- MLOps
- Automation
Process
How we work.
01
02
Prototype
Fast proof of feasibility on real data, before investing heavily.
03
Integrate
Productive embedding with attention to cost, latency, and data protection.
04
Operate
Monitoring, evaluation, and continuous improvement in operation.
What problem should AI solve for you?
Request a projectIn practice
Where this discipline delivers.
Entry offer
AI Readiness Assessment
Where does AI pay off in your processes — and where does it not? We analyse your workflows and data and deliver a prioritised plan. Honest even when AI is not worth it for your case.
⏱ 2–3 weeksFixed price after the initial call
- Analysis of your processes and data
- Two to three prioritised use cases with effort and value
- Implementation roadmap including make-or-buy recommendation
FAQ
What you need to know.
Yes. We choose architectures that preserve data protection and data sovereignty, from on-premise models to EU/CH-hosted services, depending on requirements.
We assess that honestly. If a classic approach fits better, we say so. AI is a means to an end.
Usually within a few weeks via a focused proof of feasibility on real data.
Yes. Projects often start with an assessment: where does AI pay off in your processes, what is hype, what adds up? You then decide whether we handle the implementation too — consulting and engineering come from one team.
An assessment with a concrete action plan is manageable in scope; implementation projects depend on your data and integrations. After a free initial call you receive a clear estimate — and we tell you if AI is not worth it for your case.
Next service
Product Development
Contact, straightforward
What problem should AI solve for you?
Tell us about your use case, we honestly assess whether and how AI creates value.
- Response on the same business day
- Directly with an engineer, no sales
- Free & non-binding
- Data hosted in Switzerland
Ready to talk already?
Jakob Kaya · Co-Founder
Replies to you personally — same working day