AI-enhanced IDEs for data scientists: a VS Code–based environment for Python, R and Julia with plot viewing, SQL access, environment management, and an AI assistant that connects to a secure zero-data-retention backend or user-provided models. An RStudio-based IDE offering fully integrated AI for R that can read/write files, run code to analyze data, and search files and documentation.