A new AI-powered assistant panel is available from any page in Culture Monitor. Ask questions about your plate data, request culture reviews, or get help navigating your workspace through natural conversation. The assistant uses streaming responses with tool-call indicators, supports multiple conversations, and operates in read-only mode for now — write and export capabilities will follow. Powered by Pydantic AI with SSE streaming. The feature is gated behind a feature flag and available on request.