Turn LLM output into live UI instantly.
Turn LLM output into live UI instantly.
The UI generation infrastructure for GenAI products.
Built by designers. Loved by developers.
Quietly powering the next generation of GenAI frontends.
How Grafae Neural Interface (GNI) Works
Grafae’s Neural Interface turns natural language into live, usable UI instantly connected to your backend and powered by your LLM or agent.
Prompt & Context Input
Give your user an open prompt. Grafae parses it with full context auth, history, role to understand their intent
Prompt & Context Input
Give your user an open prompt. Grafae parses it with full context auth, history, role to understand their intent
What did I spend on travel last month?
AI pipelines are essential for building robust, scalable, and efficient AI systems. By automating each step from data collection to model maintenance.
Ask another question
Follow-up with detailed outlines.
What did I spend on travel last month?
AI pipelines are essential for building robust, scalable, and efficient AI systems.
Ask another question
Follow-up with detailed outlines.
Prompt & Context Input
Give your user an open prompt. Grafae parses it with full context auth, history, role to understand their intent
What did I spend on travel last month?
AI pipelines are essential for building robust, scalable, and efficient AI systems.
Ask another question
Follow-up with detailed outlines.
GNI Engine + LLM Parsing
The GNI engine works with your LLM or agent to generate the ideal UI schema for the task not just text.
GNI Engine + LLM Parsing
The GNI engine works with your LLM or agent to generate the ideal UI schema for the task not just text.
Suggested citation
LLM transformer models
{
"type": "chart",
"title": "Travel Spend",
"dataSource": "/expenses"
}
Experience the enchanting magic of d-UI
Suggested citation
LLM transformer models
{
"type": "chart",
"title": "Travel Spend",
"dataSource": "/expenses"
}
Experience the enchanting magic of d-UI
GNI Engine + LLM Parsing
The GNI engine works with your LLM or agent to generate the ideal UI schema for the task not just text.
Suggested citation
LLM transformer models
{
"type": "chart",
"title": "Travel Spend",
"dataSource": "/expenses"
}
Experience the magic of AI
Live UI Rendered Instantly
The schema is translated into a pixel-perfect UI, using your design system or ours all live.
Live UI Rendered Instantly
The schema is translated into a pixel-perfect UI, using your design system or ours all live.
Travel
$700
Subscriptions
$248
Analysing Spent
Reschedule?
Travel spent on last month
Meetings
12
•
hours
2.5
Total Spent
$1273
Travel
$700
Subscriptions
$248
Analysing Spent
Reschedule?
Travel spent on last month
Meetings
12
•
hours
2.5
Total Spent
$1273
Live UI Rendered Instantly
The schema is translated into a pixel-perfect UI, using your design system or ours all live.
Travel
$700
Subscriptions
$248
Analysing Spent
Reschedule?
Travel spent on last month
Meetings
12
•
hours
2.5
Total Spent
$1273
Connected to Your Backend
Your API binds the data layer. The final UI is both beautiful and deeply functional.
Connected to Your Backend
Your API binds the data layer. The final UI is both beautiful and deeply functional.
Connecting
Connecting
Connected to Your Backend
Your API binds the data layer. The final UI is both beautiful and deeply functional.
ConnectED
Automate agent or LLM output into production UI - in 3 simple steps
Connect your agent or LLM response
Structured output from your agent — like LangChain, ReAct, or OpenAI — is passed through DU1. It understands what UI is needed and prepares a dynamic schema to match.
Connect your agent or LLM response
Structured output from your agent — like LangChain, ReAct, or OpenAI — is passed through DU1. It understands what UI is needed and prepares a dynamic schema to match.
Connect your agent or LLM response
Structured output from your agent — like LangChain, ReAct, or OpenAI — is passed through DU1. It understands what UI is needed and prepares a dynamic schema to match.
d-UI builds the UI logic
d-UI (Grafae’s Dynamic UI Engine) processes the prompt through your backend and the LLM. It turns the response into a schema-bound UI block — chart, table, timeline, etc.
d-UI builds the UI logic
d-UI (Grafae’s Dynamic UI Engine) processes the prompt through your backend and the LLM. It turns the response into a schema-bound UI block — chart, table, timeline, etc.
d-UI builds the UI logic
d-UI (Grafae’s Dynamic UI Engine) processes the prompt through your backend and the LLM. It turns the response into a schema-bound UI block — chart, table, timeline, etc.
Render the UI, instantly
The final UI is generated live inside your app — no frontend code required. You can plug in your own components or use pre-built kits tailored to your vertical.
Render the UI, instantly
The final UI is generated live inside your app — no frontend code required. You can plug in your own components or use pre-built kits tailored to your vertical.
Render the UI, instantly
The final UI is generated live inside your app — no frontend code required. You can plug in your own components or use pre-built kits tailored to your vertical.
10x
faster UI development cycles, teams cut weeks of frontend work down to minutes.
10x
faster UI development cycles, teams cut weeks of frontend work down to minutes.
90%
of GenAI products need interactive UIs . Users expect responsive, usable interfaces.
90%
of GenAI products need interactive UIs . Users expect responsive, usable interfaces.
60%
of AI tools fail to ship due to frontend bottlenecks. Agent logic exists — but no usable UI.
60%
of AI tools fail to ship due to frontend bottlenecks. Agent logic exists — but no usable UI.
Built for agents. The missing piece in the GenAI stack
Grafae turns your prompts, system logic, and data into structured, live UI — instantly and intelligently.
Prompt-native UI Control
Turn system prompts into functional UIs. No manual layout needed — Grafae understands and renders it live.
Prompt-native UI Control
Turn system prompts into functional UIs. No manual layout needed — Grafae understands and renders it live.
Prompt-native UI Control
Turn system prompts into functional UIs. No manual layout needed — Grafae understands and renders it live.
Customizable Design Kits
Tailor every UI with themes, layouts, or your own component library. Built-in kits for key verticals.
Customizable Design Kits
Tailor every UI with themes, layouts, or your own component library. Built-in kits for key verticals.
Customizable Design Kits
Tailor every UI with themes, layouts, or your own component library. Built-in kits for key verticals.
Universal LLM Support
Works with GPT, Claude, Gemini, or any agent stack. Plug and play with your existing AI workflows.
Universal LLM Support
Works with GPT, Claude, Gemini, or any agent stack. Plug and play with your existing AI workflows.
Universal LLM Support
Works with GPT, Claude, Gemini, or any agent stack. Plug and play with your existing AI workflows.
Blazing-fast Rendering
UIs generate and render in real time — ready to embed or export instantly.
Blazing-fast Rendering
UIs generate and render in real time — ready to embed or export instantly.
Blazing-fast Rendering
UIs generate and render in real time — ready to embed or export instantly.
Enterprise-grade Security
No data stored. VPC-ready. SOC2 in progress. Your privacy, your control.
Enterprise-grade Security
No data stored. VPC-ready. SOC2 in progress. Your privacy, your control.
Enterprise-grade Security
No data stored. VPC-ready. SOC2 in progress. Your privacy, your control.
Learning UI Engine
Grafae gets smarter with use — improving layout, field types, and structure based on pattern recognition.
Learning UI Engine
Grafae gets smarter with use — improving layout, field types, and structure based on pattern recognition.
Learning UI Engine
Grafae gets smarter with use — improving layout, field types, and structure based on pattern recognition.
3 playgrounds. One engine. Built to adapt and scale with your product.
🔧 Command-to-UI Playground
GX1 · d‑UI α
Turn commands into real, responsive UI elements instantly.
Create hotel card for Taj Hotel
→ Generates image, description, ratings, CTA
Build a seat booking form
→ Auto-form with seat types, selector, submit flow
Create a registration form
→ Name, email, password, mobile input fields
Try: “Build a checkout page”
🧠 System Prompt-to-UI Playground
PX3 · d‑UI α
Define a role-based prompt → interact with it → receive contextual UIs.
“You are a travel booking assistant.”
→ Chat generates trip options, filters, booking forms
“Behave like a job application bot.”
→ Prompts generate job fields, resume upload UI
You are a travel booking assistant
→ Hotel/Flight cards, buttons — all adjust to agent logic
Set Prompt: “Act as an insurance claim bot.”
🌐 Web-to-UI Playground
W4 · d‑UI α
Turn open-ended search or links into beautiful, adaptive UI.
Ask: “Marvel movies by phase”
→ Auto-grid of Phase 1–5 movies with posters, release year
Paste a site: example.com
→ Tabs like Overview, Docs, Team auto-generated
Chat with content
→ Ask follow-ups → UI updates contextually
Paste any URL → Get summary, tabs
🔧 Command-to-UI Playground
GX1 · d‑UI α
Turn commands into real, responsive UI elements instantly.
Create hotel card for Taj Hotel
→ Generates image, description, ratings, CTA
Build a seat booking form
→ Auto-form with seat types, selector, submit flow
Create a registration form
→ Name, email, password, mobile input fields
Try: “Build a checkout page”
🧠 System Prompt-to-UI Playground
PX3 · d‑UI α
Define a role-based prompt → interact with it → receive contextual UIs.
“You are a travel booking assistant.”
→ Chat generates trip options, filters, booking forms
“Behave like a job application bot.”
→ Prompts generate job fields, resume upload UI
You are a travel booking assistant
→ Hotel/Flight cards, buttons — all adjust to agent logic
Set Prompt: “Act as an insurance claim bot.”
🌐 Web-to-UI Playground
W4 · d‑UI α
Turn open-ended search or links into beautiful, adaptive UI.
Ask: “Marvel movies by phase”
→ Auto-grid of Phase 1–5 movies with posters, release year
Paste a site: example.com
→ Tabs like Overview, Docs, Team auto-generated
Chat with content
→ Ask follow-ups → UI updates contextually
Paste any URL → Get summary, tabs
🔧 Command-to-UI Playground
GX1 · d‑UI α
Turn commands into real, responsive UI elements instantly.
Create hotel card for Taj Hotel
→ Generates image, description, ratings, CTA
Build a seat booking form
→ Auto-form with seat types, selector, submit flow
Create a registration form
→ Name, email, password, mobile input fields
Try: “Build a checkout page”
🧠 System Prompt-to-UI Playground
PX3 · d‑UI α
Define a role-based prompt → interact with it → receive contextual UIs.
“You are a travel booking assistant.”
→ Chat generates trip options, filters, booking forms
“Behave like a job application bot.”
→ Prompts generate job fields, resume upload UI
You are a travel booking assistant
→ Hotel/Flight cards, buttons — all adjust to agent logic
Set Prompt: “Act as an insurance claim bot.”
🌐 Web-to-UI Playground
W4 · d‑UI α
Turn open-ended search or links into beautiful, adaptive UI.
Ask: “Marvel movies by phase”
→ Auto-grid of Phase 1–5 movies with posters, release year
Paste a site: example.com
→ Tabs like Overview, Docs, Team auto-generated
Chat with content
→ Ask follow-ups → UI updates contextually
Paste any URL → Get summary, tabs
Choose your domain UI engines. Plug in your agent. Generate frontend instantly.
Ecommerce d-UI Kit
Turn customer service prompts, order status, and pricing flows into instant UI.
Ecommerce d-UI Kit
Turn customer service prompts, order status, and pricing flows into instant UI.
Ecommerce d-UI Kit
Turn customer service prompts, order status, and pricing flows into instant UI.
EdTech d-UI Kit
Give it a module, topic, or lesson prompt — get structured UI back.
EdTech d-UI Kit
Give it a module, topic, or lesson prompt — get structured UI back.
EdTech d-UI Kit
Give it a module, topic, or lesson prompt — get structured UI back.
Travel d-UI Kit
Generate real-time booking flows, itinerary cards, and location previews from any natural language query
Travel d-UI Kit
Generate real-time booking flows, itinerary cards, and location previews from any natural language query
Travel d-UI Kit
Generate real-time booking flows, itinerary cards, and location previews from any natural language query
Sales d-UI Kit
Inject a system prompt like “Show quota progress” and watch Grafae render real-time sales dashboards, CRM cards, and follow-up actions.
Sales d-UI Kit
Inject a system prompt like “Show quota progress” and watch Grafae render real-time sales dashboards, CRM cards, and follow-up actions.
Sales d-UI Kit
Inject a system prompt like “Show quota progress” and watch Grafae render real-time sales dashboards, CRM cards, and follow-up actions.
Project Management d-UI Kit
Turn planning docs, Notion pages, or sprint sheets into interactive UI.
Project Management d-UI Kit
Turn planning docs, Notion pages, or sprint sheets into interactive UI.
Project Management d-UI Kit
Turn planning docs, Notion pages, or sprint sheets into interactive UI.
Revenue OPS d-UI Kit
Ask high-level revenue questions — Grafae builds live dashboards from metrics.Track earnings, active deals.
Revenue OPS d-UI Kit
Ask high-level revenue questions — Grafae builds live dashboards from metrics.Track earnings, active deals.
Revenue OPS d-UI Kit
Ask high-level revenue questions — Grafae builds live dashboards from metrics.Track earnings, active deals.
Common questions — answered
What is Grafae, exactly?
What is Grafae, exactly?
What is Grafae, exactly?
Who is Grafae for?
Who is Grafae for?
Who is Grafae for?
How is this different from no-code tools or design systems?
How is this different from no-code tools or design systems?
How is this different from no-code tools or design systems?
Can I use Grafae with my own LLM or agent stack?
Can I use Grafae with my own LLM or agent stack?
Can I use Grafae with my own LLM or agent stack?
Can I bring or theme my own components?
Can I bring or theme my own components?
Can I bring or theme my own components?
What can I build with it — realistically?
What can I build with it — realistically?
What can I build with it — realistically?
Is this production-ready and secure?
Is this production-ready and secure?
Is this production-ready and secure?
Can I use Grafae as a prompt debugger or UI tester?
Can I use Grafae as a prompt debugger or UI tester?
Can I use Grafae as a prompt debugger or UI tester?
Does Grafae replace frontend devs?
Does Grafae replace frontend devs?
Does Grafae replace frontend devs?
Start building UIs at the speed of thought
Start your free trial and discover how Grafae can turn your AI outputs into structured, scalable, and interactive UI — instantly.