Apr 16, 2026 · Artificial Intelligence

From GUI to LUI: How AI‑Powered Copilot Transforms Report Development

The article explains why traditional report development has lagged behind AI advances, introduces the Ruankian Report Copilot that shifts interaction from graphical to language‑based interfaces, and details its rule‑engine architecture, practical command examples, advantages over generic LLMs, and its low‑cost, private‑deployment strategy.

AICopilotData visualization

0 likes · 15 min read

From GUI to LUI: How AI‑Powered Copilot Transforms Report Development

37 Interactive Technology Team

Mar 26, 2025 · Artificial Intelligence

LUI vs GUI: Choosing the Right Interface for AI Product Design

When designing AI products, choosing between a Language User Interface—leveraging speech recognition, NLP, and conversational flexibility—and a Graphical User Interface—relying on visual icons, layouts, and intuitive interaction—depends on technology maturity, response speed, and user learning cost, while emerging multimodal designs increasingly blend both for richer, context‑aware experiences.

AIDesignGUI

0 likes · 11 min read

LUI vs GUI: Choosing the Right Interface for AI Product Design