← Back to All Services
03 · ENTERPRISE APPLIED AI & RAG
03 · ENTERPRISE APPLIED AI & RAG
AI integration
Integrating language models into business processes where they add value: document processing, assistants and automation – privacy-compliant and measurable.
SYSTEM ARCHITECTURE & PROCESS FLOW
Modular Clean Architecture 
AI integration is a software project with additional uncertainty. We treat it accordingly: a small pilot, a measurable metric, a clear decision about scaling up.
Typical applications
- Document processing: capturing incoming invoices, contracts and enquiries in structured form.
- Assistants: answers from internal knowledge sources with source references.
- Automation: pre-sorting, classification, drafts – with human approval.
Approach
- Define the use case and the metric.
- Pilot with real data, four to six weeks.
- Evaluation and decision about scaling up.
Data protection
Data flows are documented and processing locations are fixed contractually. Personal data is removed before processing wherever possible.
— FREQUENTLY ASKED QUESTIONS
Frequently asked questions
Does our data leave the EU?
Only if you explicitly decide so. We prefer EU-hosted models or models on your own infrastructure.
How do you measure the benefit?
Before the start we define metrics – for example processing time per case – and compare them after the pilot.
30-MIN DISCOVERY SESSION
Direct Consultation with Principal Engineers
Evaluate your architecture requirements, technical feasibility, and timeline directly with our senior software architects in Munich.
REAL-WORLD PRODUCTION PROOF Zero Data Leak
Taxi EMS · Real-Time Dispatch & Routing Engine
DEPLOYED TECHNOLOGY STACK
Local LLMs Vector Databases Semantic RAG Python GDPR Ollama / vLLM
Contact
Let's plan your engineering project.
We assess your technical requirements, architectural feasibility, and timeline without obligation.