From AI Pilot to Production

AI Agents & RAG Systems for enterprises that need to move beyond prototypes. Fullstack. GDPR-compliant. Real results.

Freelance AI consultant & fullstack developer — you work directly with me, no agency overhead.

0,347%

surge in AI agent demand

of companies have AI agents in production

of Nordic companies moved GenAI to production

Services

From a quick assessment to long-term integration — AI and fullstack services with clear scope and results you can track.

AI Readiness Audit

Systematic assessment of your AI readiness with a concrete implementation roadmap.

Popular

AI POC Sprint

From concept to working prototype in 2 weeks — on your real data.

AI Advisory Retainer

Ongoing AI expertise for your team: architecture reviews, strategy calls, and code reviews.

Fullstack Development

Modern web applications built with React 19, Next.js 15, and TypeScript. From architecture review to full application delivery — production-grade, maintainable code.

Medusa.js & Mercur Development

Headless shops and multi-vendor marketplaces on Medusa v2 and Mercur — built by someone who runs one in production.

Industries

Specialized in regulated industries with high compliance requirements.

FinTech

HealthTech

Telco

Energy

E-Commerce

Trusted by leading brands

Case Studies

Real projects. Measurable results. See how AI solutions work in practice.

All Case Studies

Legal

AI Integration

AI Chat Agent for a Mid-Size Law Firm

40-Lawyer Firm, DACH Region

Critical knowledge locked inside 12,000+ documents across scattered systems. Off-the-shelf tools failed GDPR compliance and lacked access to internal firm knowledge. Lawyers could not verify AI answers against source documents.

94%

Response Accuracy

1.8s

Avg Response Time

Learn more

FinTech

AI Integration

AI Workflow Automation in FinTech

Nordic FinTech Scale-Up

Manual compliance checks for transaction monitoring required a team of 8 analysts working full-time. False positive rates exceeded 40%, causing delays and customer friction.

-65%

False Positives

-80%

Processing Time

Learn more

Insurance

RAG Development

RAG System for Insurance Documentation

Mid-Sized Insurance Broker

Employees spent 2-3 hours daily manually searching through fragmented document repositories. Policies, claims reports, and compliance documents were scattered across multiple systems.

-75%

Research Time

94%

Response Accuracy

Learn more

All Case Studies

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

Cloud & DevOps

AWS

Docker

Vercel

GitHub Actions

Data & Vectors

Pinecone

Weaviate

Qdrant

ChromaDB

Blog

Insights on AI integration, RAG systems, and automation.

Building Medusa Stores with Claude Code: My Workflow

The actual setup I build and operate a production Medusa marketplace with: Claude Code plus the Railway, GitHub, and Medusa MCP servers, agent skills for framework conventions, and documentation that writes itself as a side effect. No invented benchmarks — just the working shape.

Medusa Deployment: Railway vs Vercel vs VPS (2026)

Where to deploy a Medusa v2 backend, decided by what Medusa actually requires from a host: the Railway path I run in production, why Vercel is a storefront host and not a backend host, and when a bare VPS wins on price.

Medusa v2 Marketplace in Production: A Case Study

The production stack behind a Medusa v2 marketplace with 10,000 products and 50 vendors: the architecture, what it actually costs on Railway and Cloudflare R2, and the two pitfalls that cost the most time — the WooCommerce migration and worker mode.

August 27, 202612 min

All Posts

Ready to Move AI to Production?

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