Your competitors are building AI assistants and automated workflows. The question isn't whether you can compete, it's whether you know how to unlock the value in what you already have.
Hi, I'm Dragos Crintea, a data engineer, turned solution architect, turned entrepreneur and open-source contributor.
I help Small and Medium Business ($2M–$15M revenue) and Series A+ startups transform their existing SQL databases into AI-Ready power horses, without expensive migrations, or hiring a data engineering team. The secret? Semantic layers, a lightweight architecture that sits on top of your current database and makes it speak LLM.
Explore my long-form articles on leveraging semantic layers, or Book a free advisory workshop
Companies I previously worked with
A semantic layer translates between the actual semantics of business workflows and data they produce and the LLM "understanding" gained through its training. This translation quality directly determines RAG retrieval accuracy, more so for text2SQL applications.
How I went from GenAI beginner in 2024 to launching semantido, an open-source semantic layer designed for the GenAI era.