AI Essentials
RAG & Enterprise AI
Retrieval augmented generation, vector databases, embeddings, and building AI apps.
Other topics:GenAI & LLMsPrompt EngineeringChatGPT, Claude, GeminiAI AgentsResponsible AIAI for Business
2 articles
Jul 6, 2026
Why your RAG system keeps failing in production
Most enterprise RAG deployments look impressive in demos and underperform in real workflows. Understanding exactly where they break, and why, is what separates teams that get lasting value from those stuck in an endless pilot loop.
Jun 29, 2026RAG in the enterprise: why most deployments fail before they start
Retrieval-Augmented Generation promises to make your company's knowledge instantly accessible to AI, but the majority of enterprise deployments quietly underperform. The problem is rarely the AI model itself; it's everything that happens before the query reaches it.