RAG
Production
Vector Search
RAG in Production: Beyond the Tutorial
Building a RAG system that works in a demo is easy. Building one that works in production is an entirely different challenge. Here's what you need to know.
November 28, 20252 min
0,347%
surge in AI agent demand
0%
of companies have AI agents in production
0%
of Nordic companies moved GenAI to production
Why AI Projects Fail
Prototypes never reach production
Proof-of-concepts impress in the demo room — but the bridge to a production-ready system is missing. You need someone who can do both: AI and fullstack.
AI freelancers can't build interfaces
Many AI specialists deliver a Python notebook. But who builds the frontend? The API? The monitoring? You end up needing a second team anyway.
GDPR slows everything down
European enterprises need GDPR-compliant solutions from day one. Not a US SaaS tool that's 'somehow compliant' — but architecture with privacy built in.
Services
From a quick assessment to a long-term retainer — tailored to your situation.
Industries
Specialized in regulated industries with high compliance requirements.
FinTech
HealthTech
Telco & Energy
Renewable Energy
Why Companies Work With Me
10+ Years
Software Development
Fullstack + AI
Rare Combination
DE + EN
Fluent in Both
GDPR-Native
EU-Registered
Technology Stack
Enterprise-proven technologies for reliable AI systems.
AI & LLM
OpenAI
Anthropic
LangChain
LlamaIndex
Hugging Face
Backend
Node.js
Python
FastAPI
PostgreSQL
Redis
Frontend
React
Next.js
TypeScript
Tailwind CSS
Automation
n8n
Zapier
Make
Cloud & DevOps
AWS
Docker
Vercel
GitHub Actions
Data & Vectors
Pinecone
Weaviate
Qdrant
ChromaDB