Building the integration layer between static ERP data and dynamic AI reasoning: SQL safety guards, permission enforcement, schema retrieval, and audit logging for enterprise copilots.
Digital Architect
AI Solutions Engineer
Founder @ CoreBiz ERP
GenAI & RAG Specialist
Full-Stack Systems Developer
Digital Architect
AI Solutions Engineer
Founder @ CoreBiz ERP
GenAI & RAG Specialist
Full-Stack Systems Developer
Building the integration layer between static ERP data and dynamic AI reasoning: SQL safety guards, permission enforcement, schema retrieval, and audit logging for enterprise copilots.
Why basic vector search fails in production — and how semantic chunking, hybrid retrieval, and cross-encoder re-ranking build enterprise-grade RAG systems.
An engineering guide for German enterprises requiring zero data leakage: deploy open-weights LLMs on-premise, build air-gapped RAG pipelines, and achieve EU AI Act compliance.
From chaotic prompts to deterministic workflows: a full architectural breakdown of multi-agent orchestration with LangGraph and enterprise RAG pipelines.