In 2026, businesses need AI assistants that are useful, accurate, and safe enough for real workplace use. Generic AI chatbots often lack access controls, trusted business knowledge, and workflow context. An enterprise RAG chatbot helps solve this by connecting AI answers to approved company knowledge, while Slack workflows and MCP-