Google Maps in AI Studio: Prompt-to-App Geospatial Interfaces
Google's November 9, 2026 launch connects AI Studio's app generation to Maps Platform. Geospatial prompts configure relevant capabilities and demo credentials, producing live interactive map previews for store locators, route planners, and 3D tours. This is a design-time interface generation case backed by real location services.
Kaltura Dynamic UI: Multimedia Interfaces for Conversational Agents
Kaltura's November 5, 2026 announcement describes conversational agents assembling videos, presentations, galleries, and quizzes as dialogue evolves. This enterprise GenUI case combines avatar conversations with interfaces grounded in organizational content, adapting the presentation to a user's questions and progress.
Play with Putty: Collaborative Generative UI Prototyping
Google Research's October 14, 2026 account of Play with Putty describes teams generating interfaces from natural-language prompts in a shared environment. Multiplayer editing and instructions directed at individual UI elements make this a design-time Generative UI case about collaborative iteration; the Google Labs experiment remains waitlisted.
Google Play: Private Android Apps Built with Google AI Studio
Google AI Studio's AI app builder now connects vibe coding to private Android app distribution through Google Play. Google's October 13, 2026 announcement lets adults in selected markets, including the U.S., run personal creations on their own device with a standard Google account. This design-time Generative UI case shows generated applications moving from previews into a personal app library.
LightSprint: AI App Building on an Existing Codebase
LightSprint's AI app builder workflow lets PMs, designers and operations teams direct coding agents on an existing codebase. Its October 13, 2026 announcement describes shared planning, clickable cloud previews and engineering-controlled merges. This design-time Generative UI case connects natural-language product changes to inspectable interfaces and a team's established review process.
Claude Dashboards: Generated Views with Inspectable Queries
Anthropic's October 8, 2026 announcement introduces Claude Dashboards in beta on paid plans. Natural-language questions over connected data warehouses or apps become dashboards that stay current, with queries users can inspect and refresh timestamps on each chart.
ChatGPT Intelligent UI: Interactive Answers
OpenAI introduced Intelligent UI in ChatGPT on October 7, 2026. GPT-6 composes answers from text, visuals and interactive components, selecting a layout for the question. Official demonstrations include learning diagrams, trip planning, a bill splitter, a savings calculator and a game.
OpenAI Data Agent: Conversational Interactive Dashboards
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.
Google Antigravity: Interactive HTML Answers in the Agent Workspace
Google's August 26, 2026 walkthrough demonstrates agents generating dependency graphs, simulations, and UI mockups inside Antigravity. The accompanying /generative_ui documentation explains how single-file HTML answers appear inline or in a side panel, with explicit limits on sandbox access and interaction feedback.
Copilot in SharePoint: Live Generated Dashboards
Microsoft's August 2026 SharePoint update describes Copilot generating interactive HTML dashboards from natural-language requests. The resulting views stay connected to SharePoint lists and refresh when opened; Excel and CSV can also supply dashboard data. Examples include project health, inventory, recruiting and approval pipelines.
Google Stitch: Real-Time AI-Native UI Design
Google LabsのStitchは、chat-onlyなcoding demoではなく、design-time GenUIの強い事例です。2026年5月19日の公式updateでは、Stitchをlive collaborative design systemとして説明しており、Agentがinfinite canvasへUI作業をstreamし、ユーザーが完了前に方向づけを行い、結果のscreenをproductionへhandoffできます。生成AI UIデザインやAI駆動UIを実際のdesign workflowへ接続するケースとしても価値があります。
Google Gemini 3 - Dynamic View & Visual Layout
GoogleはGemini 3でGenerative UI機能を実装しており、社内ではDynamic ViewやVisual Layoutとして扱われています。Google公式blogによると、Gemini 3 AI Modeはユーザーの質問に応じてimmersive visual layout、interactive tool、simulationをその場で生成し、Dynamic Viewではpromptごとにcustom interactive responseを設計してcode化できます。
Google Search AI Mode
Gemini 3がSearchに入ったことで、AI ModeにもGenerative UI体験が追加されています。Google Searchチームは、Gemini 3 in Searchがユーザーの質問に合わせて理想的なvisual layout、interactive tool、simulationを動的に作れると説明しています。複雑な概念を検索したときに、テキスト回答だけでなく動的chartやparameter調整可能なcalculatorを表示できる点が重要です。
OpenAI Apps SDK: ChatGPT内のinteractive apps
OpenAIが2025年10月に発表したApps SDKは、mainstreamなGenerative UI事例です。appsがChatGPTの会話内に直接入り、natural languageに応答しながら、map、playlist、presentation、course、shopping、travelなどのinteractive interfaceをchat内でrenderします。Apps SDKはMCPを拡張し、developerがapp logicとinterfaceの両方を定義できるため、外部appへのlinkではなくnative-feeling UIを持つ会話型productの参照例になります。
Claude Artifacts: 共有できるAI-powered apps
Anthropicの2025年7月のClaude Artifacts updateは、artifact panelを軽量なapp surfaceへ広げた事例です。ClaudeはClaude APIと連携するartifactを作成し、hostして共有でき、利用者は自分のClaude accountで認証します。生成されたUIがchat横の一時的previewではなく、persistent、editable、shareableなsoftware objectになる点が重要です。
Figma Make: Prompt-to-App Prototyping
Figma Makeは2025年7月に全ユーザーへ公開され、design toolにおけるGenerative UIの分かりやすい事例です。Figmaはこれをinteractiveでhigh-fidelityなprototypeやweb appを作るprompt-to-app toolと説明しており、design library importやSupabase-connected prototypeなども加わっています。GenUIがproduct discovery、team alignment、design-engineering collaborationの上流に入る例として価値があります。
Canva Code: Promptで作るinteractive design elements
Canva Codeはcreator platformにおける強いGenerative UI事例です。Canva Create 2025でCanvaは、pricing calculator、quiz、mini-gameなどのinteractive elementをユーザーが説明すると、AIがCanva内で直接buildするworkflowを発表しました。生成されたelementはdesign、website、presentation、docなどのCanva surfaceで再利用でき、non-developerの日常的なcreative workにGenUIを持ち込みます。
Amazon Rufus - Conversational Shopping Assistant
Amazonのconversational shopping assistantであるRufusは、会話からproduct recommendation cardやfilter optionなどのintent-based interfaceを直接生成します。従来のkeyword searchではなく、ユーザーの買い物意図を起点にUIが変化するe-commerce向けGenerative UIの事例です。
v0 by Vercel
Vercelのv0.devは、短いテキストpromptからinteractive frontend prototypeを生成できるプロダクトです。テキスト説明や画像からReact/Tailwind UI componentsを作るため、text-to-UI generationやGenerative UI実装の実用的な初期事例として参照できます。
GitHub Spark: natural languageからfull-stack appsへ
GitHub Sparkは、GitHub ecosystem内のprompt-to-app public preview事例です。ideaをfull-stack intelligent appsへ変換し、natural language、clickable controls、codeのどれでもiterateでき、build中にlive previewを確認し、GitHub-backed hostingへone-click publishできます。Generative UIの観点では、generated UIがauth、repo handoff、production workflow contextを持つdeployable mini appの一部になる点が重要です。
Vercel AI SDK - Generative UI
Vercel AI SDKは、LLMからReact componentsをstreamし、AIがinteractive UI componentsをリアルタイムに生成できるようにします。Next.js Generative UIやVercel AI SDK Generative UIの実装パターンを調べる開発者にとって、component streamingとtool callingを理解する入口になります。
bracesproul/gen-ui - LangChain.js Generative UI Demo
LangChain.jsとNext.jsでGenerative UI applicationを素早く構築する方法を示すopen-source demoです。project descriptionでもGenerative UI applicationsを作るためのtemplateと説明されており、LangChainベースのtool orchestration、streaming response、UI generation patternを学べます。