vaadin · ugur-vaadin · Jun 1, 2026 · Jun 1, 2026 · Jun 1, 2026 · Jun 9, 2026
diff --git a/articles/building-apps/ai/quickstart-guide.adoc b/articles/building-apps/ai/quickstart-guide.adoc
@@ -8,10 +8,10 @@ section-nav: badge-preview badge-flow
 ---
 = [since:com.vaadin:vaadin@V25.1]#Quick Start-Guide: Add an AI Chat Bot to a Vaadin + Spring Boot Application# [badge-flow]#Flow#
 
-:preview-banner-content: This guide uses preview AI support features. This means that they are not yet ready for production usage and may have limitations or bugs. We encourage you to try them out and provide feedback to help us improve them.
+:preview-banner-content: This guide uses preview AI integration features. This means that they are not yet ready for production usage and may have limitations or bugs. We encourage you to try them out and provide feedback to help us improve them.
 include::{articles}/_preview-banner.adoc[opts=optional]
 
-This guide shows how to connect a Large Language Model (LLM) into a Vaadin application using Spring AI, Spring Boot, and the <<{articles}/flow/ai-support#,AI support features>>. You'll build a minimal chat UI with **MessageList** and **MessageInput**, stream responses token-by-token, and keep a conversational tone in the dialog with the AI -- all without writing boilerplate wiring code.
+This guide shows how to connect a Large Language Model (LLM) into a Vaadin application using Spring AI, Spring Boot, and the <<{articles}/flow/ai-support#,AI integration features>>. You'll build a minimal chat UI with **MessageList** and **MessageInput**, stream responses token-by-token, and keep a conversational tone in the dialog with the AI -- all without writing boilerplate wiring code.
 
 image::images/chatbot-image.png[role=text-center]
 
@@ -46,7 +46,7 @@ Add the Spring AI BOM and the OpenAI starter to import the necessary dependencie
     <dependency>
       <groupId>org.springframework.ai</groupId>
       <artifactId>spring-ai-bom</artifactId>
-      <version>2.0.0-M2</version><!-- use the latest stable -->
+      <version>2.0.0-RC2</version><!-- use the latest stable -->
       <type>pom</type>
       <scope>import</scope>
     </dependency>
@@ -178,7 +178,7 @@ Start the application, open the browser, and try your first prompts.
 
 == What You Built
 
-* A production-ready **chat bot** using Vaadin's AI support features
+* A production-ready **chat bot** using Vaadin's AI integration features
 * **Token-by-token streaming** with Vaadin Push
 * **Conversation memory** managed by the LLM provider
 
@@ -188,9 +188,10 @@ Start the application, open the browser, and try your first prompts.
 * Customize the **system prompt** to steer the assistant (e.g., tone, persona).
 * Add **file attachments** with `UploadManager` via <<{articles}/flow/ai-support/file-attachments#,`withFileReceiver()`>>.
 * Support **tool calls** via <<{articles}/flow/ai-support/tool-calling#,`withTools()`>>.
-* **Persist conversation history** via <<{articles}/flow/ai-support/conversation-history#,`ResponseCompleteListener`>>.
+* **Persist conversation history** via <<{articles}/flow/ai-support/conversation-history#,`ResponseListener`>>.
 * Let users **populate a Grid** from your database in natural language with <<{articles}/flow/ai-support/ai-powered-grid#, AI-Powered Grid>>.
 * Let users **build and update Charts** from your database in natural language with <<{articles}/flow/ai-support/ai-powered-chart#, AI-Powered Chart>>.
+* Let users **fill a form** from natural-language input or attached files with <<{articles}/flow/ai-support/ai-powered-form#, AI-Powered Form>>.
 * Log prompts/responses for observability.
 
 

diff --git a/articles/components/form-layout/ai-powered.adoc b/articles/components/form-layout/ai-powered.adoc
@@ -0,0 +1,42 @@
+---
+title: AI Form Filler
+page-title: AI Form Filler | Vaadin components
+description: Let users fill forms from natural-language input or attached files.
+meta-description: Use FormAIController to let an LLM populate the fields of a Vaadin form layout from natural-language prompts or attached files.
+order: 60
+section-nav: badge-flow
+---
+
+
+= [since:com.vaadin:vaadin@V25.2]#AI-Powered Form# [badge-flow]#Flow#
+
+AI Form Filler lets your users fill the fields of a Vaadin form by typing in natural language or attaching a document. The [classname]`FormAIController` from the <<{articles}/flow/ai-support#, AI Integration>> module connects a layout to an [classname]`AIOrchestrator` so the LLM can read the current values, look up options for combo boxes and selects, and write new values back. Each write is validated through the [classname]`Binder` or the component's built-in validators, and rejections are reported back so the model can correct them on the same turn.
+
+[source,java]
+----
+TextField name = new TextField("Name");
+EmailField email = new EmailField("Email");
+ComboBox<String> country = new ComboBox<>("Country");
+country.setItems("Finland", "Germany", "United States");
+DatePicker hiredOn = new DatePicker("Hired on");
+
+FormLayout form = new FormLayout(name, email, country, hiredOn);
+MessageInput messageInput = new MessageInput();
+
+FormAIController controller = new FormAIController(form);
+
+AIOrchestrator.builder(provider, systemPrompt)
+        .withInput(messageInput)
+        .withController(controller)
+        .build();
+
+add(messageInput, form);
+----
+
+Example prompts:
+
+* "Fill in John Doe, john@acme.com, started in Germany on 2026-03-01."
+* "Use the information in the attached resume to fill the form."
+* "Clear the country and date fields."
+
+For the full guide -- including field descriptions, options for selects and multi-selects, [classname]`Binder` integration, and field locking during a fill -- see <<{articles}/flow/ai-support/ai-powered-form#, AI-Powered Form>> in the AI Integration section. The same approach is available for tabular data via <<{articles}/flow/ai-support/ai-powered-grid#, AI-Powered Grid>> and for charts via <<{articles}/flow/ai-support/ai-powered-chart#, AI-Powered Chart>>.
diff --git a/articles/components/form-layout/index.adoc b/articles/components/form-layout/index.adoc
@@ -379,6 +379,11 @@ include::{root}/frontend/demo/component/formlayout/form-layout-colspan.ts[render
 
 Column span is capped to the number of columns currently in the layout to prevent overflow.
 
+== AI Form Filler
+
+Use [classname]`FormAIController` to let users fill a Form Layout from natural-language input or attached files. See <<ai-powered#, AI Form Filler [badge-flow]#Flow#>>.
+
+
 == Miscellaneous
 
 === Form Item Usage

diff --git a/articles/flow/ai-support/ai-powered-chart.adoc b/articles/flow/ai-support/ai-powered-chart.adoc
@@ -1,5 +1,5 @@
 ---
-title: AI-Powered Chart
+title: AI-Generated Charts
 description: Use ChartAIController to let users build and update Highcharts visualizations from the application database using natural language.
 meta-description: Learn how to configure the Vaadin ChartAIController to create and update Charts from a database via natural language prompts and persist the resulting state.
 order: 70
@@ -70,7 +70,7 @@ if (saved != null) {
 Listeners do not fire when [methodname]`restoreState()` is called. The current state is also automatically included in session serialization, so no extra save/restore code is needed for in-session persistence.
 
 
-== Reconnecting After Deserialization
+== Reconnecting after Deserialization
 
 [classname]`ChartAIController` is not serializable. After session restore, create a new controller, pass it to [methodname]`reconnect()` together with the new provider, and optionally re-apply the saved state: