Categories
AI Architecture
All 2 posts →Building Multi-Agent AI Systems: Architecture Patterns That Actually Ship to Production
Practical guide to multi-agent AI systems architecture from building Langflow-orchestrated LLM agents for telecom anomaly detection. Patterns, pitfalls, and production lessons.
RAG vs GraphRAG vs Fine-Tuning: A Practitioner's Decision Framework for Enterprise AI
A hands-on comparison of RAG, GraphRAG, and fine-tuning from an architect who built all three in production. Decision matrix and real examples included.
AI Consulting
All 4 posts →Top AI Consulting Firms in the Netherlands (2026): An Architect's Honest Review
Honest review of the best AI consulting firms in the Netherlands for 2026. Comparing Big 4, boutiques, and independents from an insider's perspective.
Fractional AI Architect vs AI Consulting Agency: Which Does Your Business Need?
Comparing fractional AI architects vs consulting agencies for your AI project. Cost, quality, speed, and fit analysis from someone who has been both.
The Real Cost of Building an AI Agent for Your Business (With Project Breakdowns)
Transparent breakdown of what AI agents actually cost to build, deploy, and maintain. Real project budgets from an independent AI Solutions Architect.
AI Consulting Rates in Europe 2026: What Projects Actually Cost and How to Budget
Transparent breakdown of AI consulting rates in Europe for 2026. Real project costs, engagement models, and what drives pricing from an independent AI Solutions Architect.
AI Engineering
All 6 posts →AI for E-commerce: 7 High-ROI Use Cases Beyond Chatbots
Seven proven AI use cases for e-commerce that deliver real ROI. From semantic search to dynamic pricing, based on actual implementation experience.
Why Your RAG Implementation Isn't Working (And How to Fix It)
Common reasons enterprise RAG systems fail and practical fixes from production experience. Chunking, retrieval, and prompt issues diagnosed and solved.
How to Build an Enterprise Knowledge Base with Neo4j and LLM Agents
Step-by-step guide to building an enterprise knowledge base with Neo4j and LLM agents. Real architecture decisions from a Fortune-500 implementation.
AI Agent Architecture: Langflow vs LangChain vs Custom Code
Honest comparison of Langflow, LangChain, and custom orchestration for AI agents. Based on production experience with all three approaches.
Business Strategy
All 4 posts →Top AI Consulting Firms in the Netherlands (2026): An Architect's Honest Review
Honest review of the best AI consulting firms in the Netherlands for 2026. Comparing Big 4, boutiques, and independents from an insider's perspective.
Fractional AI Architect vs AI Consulting Agency: Which Does Your Business Need?
Comparing fractional AI architects vs consulting agencies for your AI project. Cost, quality, speed, and fit analysis from someone who has been both.
The Real Cost of Building an AI Agent for Your Business (With Project Breakdowns)
Transparent breakdown of what AI agents actually cost to build, deploy, and maintain. Real project budgets from an independent AI Solutions Architect.
AI Consulting Rates in Europe 2026: What Projects Actually Cost and How to Budget
Transparent breakdown of AI consulting rates in Europe for 2026. Real project costs, engagement models, and what drives pricing from an independent AI Solutions Architect.
E-commerce
All 2 posts →AI for E-commerce: 7 High-ROI Use Cases Beyond Chatbots
Seven proven AI use cases for e-commerce that deliver real ROI. From semantic search to dynamic pricing, based on actual implementation experience.
Headless Commerce + AI: How to Add Intelligent Search and Personalization to Your E-commerce Platform
Practical guide to adding AI-powered search and personalization to headless commerce platforms. Architecture patterns from real e-commerce implementations.
Technical Consulting
All 6 posts →Why Your RAG Implementation Isn't Working (And How to Fix It)
Common reasons enterprise RAG systems fail and practical fixes from production experience. Chunking, retrieval, and prompt issues diagnosed and solved.
How to Build an Enterprise Knowledge Base with Neo4j and LLM Agents
Step-by-step guide to building an enterprise knowledge base with Neo4j and LLM agents. Real architecture decisions from a Fortune-500 implementation.
AI Agent Architecture: Langflow vs LangChain vs Custom Code
Honest comparison of Langflow, LangChain, and custom orchestration for AI agents. Based on production experience with all three approaches.
GraphRAG Implementation Guide: How I Built a Knowledge Graph AI System for an Enterprise Knowledge Base
Practitioner's guide to GraphRAG implementation with Neo4j, Langflow, and LLM agents. Learn how I transformed tens of thousands of Salesforce KB articles into a queryable knowledge graph.