The 30-Day Roadmap to Building a Production RAG System (That Doesn’t Hallucinate)

Towards AI
Generative AI AI Safety

RAG is the most practical AI pattern for most businesses. Most implementations are broken in ways teams don’t discover until users find them. There’s a that plays out in conference rooms and investor decks with remarkable consistency. Someone builds a chatbot. They load their company’s documentation into a vector database, hook it up to an LLM, ask it a few questions in front of an audience, and it gives back impressive, accurate, fluent answers. Everyone nods. Someone says “this is exactly what we need.” Then it goes to users.