Sharpen use case
Where does AI create real value? We honestly assess benefit, data, and risks.
Service · AI & Data
AI & data processing with measurable value
We bring AI where it creates real value, embedded in your product. From LLM integration to data pipelines and automation: pragmatic, secure, and built to last.
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.
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.
Next service
UX & UI Design
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?