Back to List
💡Cases

OpenAI Data Agent: Conversational Interactive Dashboards

OpenAI
2026-09

About

OpenAI's September 2026 Data agent in ChatGPT Work turns natural-language business questions into editable, shareable, and refreshable interactive dashboards. It grounds analysis in approved enterprise data and semantic layers, lets users investigate evidence through follow-up conversation, and can publish or work with dashboards across established BI tools.

Summary

Why This Is a Strong Generative UI Case:

1. Question-to-dashboard flow: Builds an interactive analysis surface from a plain-language business question
2. Iterative interface refinement: Users can edit, share, refresh, and reshape the dashboard through follow-up conversation
3. Grounded generation: Connects generated views to governed data, business definitions, and existing access controls
4. Actionable UI: Moves from evidence and visualizations to recommended steps and approved actions
5. Real deployment evidence: OpenAI reports internal adoption plus customer use across sales, finance, operations, and product analytics

Tags

openaichatgpt-workdata-analysisinteractive-dashboardsnatural-language

Related Articles

💡Cases

Google Stitch: Real-Time AI-Native UI Design

Google Labs' Stitch is a strong design-time GenUI case rather than a chat-only coding demo. In its May 19, 2026 official update, Google describes Stitch as a live collaborative design system where an agent streams UI work directly onto an infinite canvas, lets users steer iterations before they finish, and exports the resulting screens toward production.

googlestitchdesign-tool
by Google Labs · 2026-05
Visit Site
💡Cases

Google Gemini 3 - Dynamic View & Visual Layout

Google has implemented Generative UI features in Gemini 3 (internally called "Dynamic View" and "Visual Layout" experiments). According to Google's official blog, Gemini 3 AI Mode can "generate immersive visual layouts and interactive tools and simulations", completely generating interfaces on-the-fly based on user queries. Dynamic View allows Gemini 3 to "design and code a fully custom interactive response" for each prompt, while Visual Layout generates "magazine-style" immersive multimedia interfaces.

googlegeminidynamic-view
by Google · 2025-11
Visit Site
💡Cases

Google Search AI Mode

With Gemini 3 launching in Search, AI Mode has added Generative UI experiences. Google Search team states that Gemini 3 in search can dynamically create ideal visual layouts with interactive tools and simulations, tailoring interfaces to user questions. For example, when searching for complex concepts, users not only get text answers but can also see dynamic charts or simulation tools (like calculators with real-time adjustable parameters).

googlesearchai-mode
by Google · 2025-11
Visit Site

A curated collection of Generative UI resources.

Made with ❤️ by the community