diff --git a/apps/admin/src/modules/apps-categories/form/shared/app-category-shared-form-fields.tsx b/apps/admin/src/modules/apps-categories/form/shared/app-category-shared-form-fields.tsx
index 4a8e78cb..05eb1cc1 100644
--- a/apps/admin/src/modules/apps-categories/form/shared/app-category-shared-form-fields.tsx
+++ b/apps/admin/src/modules/apps-categories/form/shared/app-category-shared-form-fields.tsx
@@ -37,6 +37,7 @@ export const AppCategorySharedFormFields = controlled<Value, Props>(({
       >
         <AppsCategoriesSearchSelect
           {...bind.path('parentCategory')}
+          required
           key={organization.id}
           filters={{
             archived: false,
diff --git a/apps/admin/src/modules/apps/form/shared/app-shared-form-fields.tsx b/apps/admin/src/modules/apps/form/shared/app-shared-form-fields.tsx
index 05c04e61..c9e1191a 100644
--- a/apps/admin/src/modules/apps/form/shared/app-shared-form-fields.tsx
+++ b/apps/admin/src/modules/apps/form/shared/app-shared-form-fields.tsx
@@ -30,6 +30,7 @@ export const AppSharedFormFields = controlled<Value, Props>(({ errors, organizat
       >
         <AppsCategoriesSearchSelect
           {...bind.path('category')}
+          required
           key={organization.id}
           filters={{
             archived: false,
diff --git a/apps/backend/src/modules/api/controllers/dashboard/apps.controller.ts b/apps/backend/src/modules/api/controllers/dashboard/apps.controller.ts
index 258aff24..0ca098f0 100644
--- a/apps/backend/src/modules/api/controllers/dashboard/apps.controller.ts
+++ b/apps/backend/src/modules/api/controllers/dashboard/apps.controller.ts
@@ -29,6 +29,14 @@ export class AppsController extends AuthorizedController {
     super(configService);
 
     this.router
+      .get('/summarize-chat-to-app/:chatId', async context => pipe(
+        {
+          id: context.req.param().chatId,
+        },
+        appsService.asUser(context.var.jwt).summarizeChatToApp,
+        rejectUnsafeSdkErrors,
+        serializeSdkResponseTE<ReturnType<AppsSdk['summarizeChatToApp']>>(context),
+      ))
       .get(
         '/search',
         sdkSchemaValidator('query', SdKSearchAppsInputV),
diff --git a/apps/backend/src/modules/apps/apps.firewall.ts b/apps/backend/src/modules/apps/apps.firewall.ts
index f4ccba26..2ff65f1e 100644
--- a/apps/backend/src/modules/apps/apps.firewall.ts
+++ b/apps/backend/src/modules/apps/apps.firewall.ts
@@ -43,4 +43,9 @@ export class AppsFirewall extends AuthFirewallService {
     this.appsService.get,
     this.tryTEIfUser.is.root,
   );
+
+  summarizeChatToApp = flow(
+    this.appsService.summarizeChatToApp,
+    this.tryTEIfUser.is.root,
+  );
 }
diff --git a/apps/backend/src/modules/apps/apps.service.ts b/apps/backend/src/modules/apps/apps.service.ts
index 8c144711..e5e0df4a 100644
--- a/apps/backend/src/modules/apps/apps.service.ts
+++ b/apps/backend/src/modules/apps/apps.service.ts
@@ -1,13 +1,6 @@
 import { taskEither as TE } from 'fp-ts';
 import { pipe } from 'fp-ts/lib/function';
-import { inject, injectable } from 'tsyringe';
-
-import type {
-  SdkCreateAppInputT,
-  SdkJwtTokenT,
-  SdkTableRowIdT,
-  SdkUpdateAppInputT,
-} from '@llm/sdk';
+import { delay, inject, injectable } from 'tsyringe';
 
 import {
   asyncIteratorToVoidPromise,
@@ -15,6 +8,15 @@ import {
   tapAsyncIterator,
   tryOrThrowTE,
 } from '@llm/commons';
+import {
+  SdkAppFromChatV,
+  type SdkCreateAppInputT,
+  type SdkJwtTokenT,
+  type SdkTableRowIdT,
+  type SdkTableRowWithUuidT,
+  type SdkUpdateAppInputT,
+} from '@llm/sdk';
+import { ChatsSummariesService } from '~/modules/chats-summaries';
 
 import type { WithAuthFirewall } from '../auth';
 import type { TableId, TableRowWithId } from '../database';
@@ -29,12 +31,24 @@ export class AppsService implements WithAuthFirewall<AppsFirewall> {
     @inject(AppsRepo) private readonly repo: AppsRepo,
     @inject(AppsEsSearchRepo) private readonly esSearchRepo: AppsEsSearchRepo,
     @inject(AppsEsIndexRepo) private readonly esIndexRepo: AppsEsIndexRepo,
+    @inject(delay(() => ChatsSummariesService)) private readonly chatsSummariesService: Readonly<ChatsSummariesService>,
   ) {}
 
   asUser = (jwt: SdkJwtTokenT) => new AppsFirewall(jwt, this);
 
   get = this.esSearchRepo.get;
 
+  summarizeChatToApp = ({ id }: SdkTableRowWithUuidT) =>
+    this.chatsSummariesService.summarizeChatUsingSchema({
+      id,
+      schema: SdkAppFromChatV,
+      prompt:
+        'Summarize this chat to an app. Extract the core functionality and create a system context that defines what this app is.'
+        + ' If the chat demonstrates advisory patterns, create a system context for a specialized advisor. For teaching patterns - an expert mentor.'
+        + ' Focus on describing the app\'s purpose, expertise areas, behavior patterns, and how it should interact with users.'
+        + ' The output will be used directly as a system context, so write it as a clear definition of the app\'s role and capabilities.',
+    });
+
   archiveSeqByOrganizationId = (organizationId: SdkTableRowIdT) => TE.fromTask(
     pipe(
       this.repo.createIdsIterator({
diff --git a/apps/backend/src/modules/chats-summaries/chats-summaries.repo.ts b/apps/backend/src/modules/chats-summaries/chats-summaries.repo.ts
index a523c97b..b3e691f7 100644
--- a/apps/backend/src/modules/chats-summaries/chats-summaries.repo.ts
+++ b/apps/backend/src/modules/chats-summaries/chats-summaries.repo.ts
@@ -25,7 +25,7 @@ export class ChatsSummariesRepo extends createDatabaseRepo('chat_summaries') {
       transaction(qb =>
         this
           .createSummarizeChatsQuery(qb)
-          .select(({ fn }) => fn.count<number>('id').as('count'))
+          .select(({ fn }) => fn.count<number>('summary.id').as('count'))
           .executeTakeFirstOrThrow()
           .then(result => +result.count as number),
       ),
@@ -37,8 +37,8 @@ export class ChatsSummariesRepo extends createDatabaseRepo('chat_summaries') {
     pipe(
       this
         .createSummarizeChatsQuery()
-        .select(['id', 'chat_id as chatId'])
-        .orderBy('created_at', 'asc'),
+        .select(['summary.id', 'summary.chat_id as chatId'])
+        .orderBy('summary.created_at', 'asc'),
       this.queryBuilder.createChunkedIterator({
         chunkSize: 100,
       }),
@@ -107,18 +107,22 @@ export class ChatsSummariesRepo extends createDatabaseRepo('chat_summaries') {
   };
 
   private createSummarizeChatsQuery = (qb: KyselyDatabase = this.db) => qb
-    .selectFrom(this.table)
+    .selectFrom(`${this.table} as summary`)
+    .innerJoin('chats as chat', 'chat.id', 'summary.chat_id')
     .where(({ and, or, eb }) => and([
+      // Check if the chat is not internal
+      eb('chat.internal', '=', false),
+
       // Check if something can be summarized
       or([
-        eb('content_generated', 'is', true),
-        eb('name_generated', 'is', true),
+        eb('summary.content_generated', 'is', true),
+        eb('summary.name_generated', 'is', true),
       ]),
 
       // Check if the chat was not summarized recently
       or([
-        eb('name_generated_at', 'is', null),
-        eb('content_generated_at', 'is', null),
+        eb('summary.name_generated_at', 'is', null),
+        eb('summary.content_generated_at', 'is', null),
         eb(
           sql`GREATEST(name_generated_at, content_generated_at)`,
           '<',
@@ -128,13 +132,13 @@ export class ChatsSummariesRepo extends createDatabaseRepo('chat_summaries') {
 
       // Check if there is message younger than the last summary
       or([
-        eb('last_summarized_message_id', 'is', null),
+        eb('summary.last_summarized_message_id', 'is', null),
         eb.exists(
           this.db
             .selectFrom('messages')
-            .select('id')
-            .where('chat_id', '=', eb.ref('chat_summaries.chat_id'))
-            .where('created_at', '>', sql<Date>`GREATEST(name_generated_at, content_generated_at)`),
+            .select('messages.id')
+            .where('messages.chat_id', '=', eb.ref('summary.chat_id'))
+            .where('messages.created_at', '>', sql<Date>`GREATEST(name_generated_at, content_generated_at)`),
         ),
 
       ]),
@@ -143,10 +147,10 @@ export class ChatsSummariesRepo extends createDatabaseRepo('chat_summaries') {
       eb.exists(
         this.db
           .selectFrom('messages')
-          .select('id')
-          .where('chat_id', '=', eb.ref('chat_summaries.chat_id'))
-          .where('role', '=', 'assistant')
-          .where('ai_model_id', 'is not', null),
+          .select('messages.id')
+          .where('messages.chat_id', '=', eb.ref('summary.chat_id'))
+          .where('messages.role', '=', 'assistant')
+          .where('messages.ai_model_id', 'is not', null),
       ),
     ]));
 
diff --git a/apps/backend/src/modules/chats-summaries/chats-summaries.service.ts b/apps/backend/src/modules/chats-summaries/chats-summaries.service.ts
index 43c8121e..fd6738db 100644
--- a/apps/backend/src/modules/chats-summaries/chats-summaries.service.ts
+++ b/apps/backend/src/modules/chats-summaries/chats-summaries.service.ts
@@ -33,7 +33,7 @@ export class ChatsSummariesService {
 
   summarizeChats = ({ ids }: { ids: TableUuid[]; }) => pipe(
     ids,
-    A.map(id => this.summarizeChat({ id })),
+    A.map(id => this.summarizeChatAndUpdate({ id })),
     TE.sequenceSeqArray,
   );
 
@@ -50,7 +50,7 @@ export class ChatsSummariesService {
         await pipe(
           chats,
           A.map(summary => pipe(
-            this.summarizeChat({
+            this.summarizeChatAndUpdate({
               id: summary.chatId,
             }),
             tapTaskEitherError((error) => {
@@ -65,7 +65,16 @@ export class ChatsSummariesService {
     ))),
   );
 
-  private summarizeChat = ({ id }: TableRowWithUuid) => pipe(
+  summarizeChatUsingSchema = <S extends z.AnyZodObject>(
+    {
+      id,
+      schema,
+      prompt,
+    }: TableRowWithUuid & {
+      prompt: string;
+      schema: S;
+    },
+  ) => pipe(
     TE.Do,
     TE.bind('chat', () => this.messagesService.searchByChatId(id)),
     TE.bindW('aiModel', ({ chat }) => {
@@ -77,29 +86,37 @@ export class ChatsSummariesService {
 
       return TE.left(new MissingAIModelInChatError(chat));
     }),
-    TE.bindW('summarize', ({ chat, aiModel }) => pipe(
+    TE.chainW(({ chat, aiModel }) => pipe(
       this.aiConnectorService.executeInstructedPrompt({
         aiModel,
         history: chat.items,
-        message:
+        message: prompt,
+        schema,
+      }),
+    )),
+  );
+
+  private summarizeChatAndUpdate = ({ id }: TableRowWithUuid) => pipe(
+    this.summarizeChatUsingSchema({
+      id,
+      schema: z.object({
+        title: z.string(),
+        description: z.string(),
+      }),
+      prompt:
           'Summarize this chat, create short title and description in the language of this chat.'
           + 'Keep description compact to store in on the chat. You can use emojis in title and description.'
           + 'Do not summarize the messages about describing app (these ones defined in chat).',
-        schema: z.object({
-          title: z.string(),
-          description: z.string(),
-        }),
-      }),
-      TE.orElse((error) => {
-        this.logger.error('Failed to summarize chat', { error });
+    }),
+    TE.orElseW((error) => {
+      this.logger.error('Failed to summarize chat', { error });
 
-        return TE.of({
-          title: 'Untitled chat',
-          description: 'Cannot summarize chat. Please do it manually.',
-        });
-      }),
-    )),
-    TE.chainW(({ summarize }) => this.repo.updateGeneratedSummarizeByChatId(
+      return TE.of({
+        title: 'Untitled chat',
+        description: 'Cannot summarize chat. Please do it manually.',
+      });
+    }),
+    TE.chainW(summarize => this.repo.updateGeneratedSummarizeByChatId(
       {
         chatId: id,
         name: summarize.title,
diff --git a/apps/backend/src/modules/messages/messages.service.ts b/apps/backend/src/modules/messages/messages.service.ts
index df7701eb..c39f5f39 100644
--- a/apps/backend/src/modules/messages/messages.service.ts
+++ b/apps/backend/src/modules/messages/messages.service.ts
@@ -2,7 +2,7 @@ import type { ChatCompletionChunk } from 'openai/resources/index.mjs';
 
 import { taskEither as TE } from 'fp-ts';
 import { pipe } from 'fp-ts/lib/function';
-import { inject, injectable } from 'tsyringe';
+import { delay, inject, injectable } from 'tsyringe';
 
 import { findItemIndexById, mapAsyncIterator, tryOrThrowTE } from '@llm/commons';
 import {
@@ -38,7 +38,7 @@ export type AttachAppInputT = {
 export class MessagesService implements WithAuthFirewall<MessagesFirewall> {
   constructor(
     @inject(MessagesRepo) private readonly repo: MessagesRepo,
-    @inject(AppsService) private readonly appsService: AppsService,
+    @inject(delay(() => AppsService)) private readonly appsService: Readonly<AppsService>,
     @inject(MessagesEsSearchRepo) private readonly esSearchRepo: MessagesEsSearchRepo,
     @inject(MessagesEsIndexRepo) private readonly esIndexRepo: MessagesEsIndexRepo,
     @inject(AIConnectorService) private readonly aiConnectorService: AIConnectorService,
diff --git a/apps/chat/src/modules/apps-creator/creator/app-create-form-modal.tsx b/apps/chat/src/modules/apps-creator/creator/app-create-form-modal.tsx
index b4e0784c..3608299f 100644
--- a/apps/chat/src/modules/apps-creator/creator/app-create-form-modal.tsx
+++ b/apps/chat/src/modules/apps-creator/creator/app-create-form-modal.tsx
@@ -24,7 +24,7 @@ export function AppCreateFormModal({
 }: AppCreateFormModalProps) {
   const t = useI18n().pack.appsCreator;
   const [currentStep, setCurrentStep] = useState(1);
-  const { handleSubmitEvent, validator, submitState, bind, value } = useAppCreateForm({
+  const { handleSubmitEvent, validator, submitState, bind, value, setValue } = useAppCreateForm({
     defaultValue,
     onAfterSubmit,
   });
@@ -51,19 +51,25 @@ export function AppCreateFormModal({
     >
       <div className={clsx({ block: currentStep === 1, hidden: currentStep !== 1 })}>
         <AppCreateFormStep1
-          onNext={() => setCurrentStep(2)}
           loading={submitState.loading}
-          value={value}
+          onNext={(summarizedChat) => {
+            setValue({
+              merge: true,
+              value: summarizedChat,
+            });
+
+            setCurrentStep(2);
+          }}
         />
       </div>
 
       <div className={clsx({ block: currentStep === 2, hidden: currentStep !== 2 })}>
         <AppCreateFormStep2
           onBack={() => setCurrentStep(1)}
+          organization={value.organization}
           loading={submitState.loading}
-          value={value}
-          errors={validator.errors.all}
-          bind={bind.merged()}
+          errors={validator.errors.all as any}
+          {...bind.merged()}
         />
       </div>
 
diff --git a/apps/chat/src/modules/apps-creator/creator/steps/app-create-form-step1.tsx b/apps/chat/src/modules/apps-creator/creator/steps/app-create-form-step1.tsx
index db4459c5..256615fa 100644
--- a/apps/chat/src/modules/apps-creator/creator/steps/app-create-form-step1.tsx
+++ b/apps/chat/src/modules/apps-creator/creator/steps/app-create-form-step1.tsx
@@ -1,27 +1,59 @@
+import { pipe } from 'fp-ts/lib/function';
+import { useState } from 'react';
+
+import { runTaskAsVoid, tapTaskEither, tryOrThrowTE } from '@llm/commons';
+import { useAsyncCallback } from '@llm/commons-front';
+import {
+  type SdkAppFromChatT,
+  type SdkChatT,
+  type SdkTableRowWithUuidT,
+  useSdkForLoggedIn,
+} from '@llm/sdk';
+import { FormSpinnerCTA } from '@llm/ui';
 import { useI18n } from '~/i18n';
 import { InternalConversationPanel } from '~/modules/chats';
 
-import type { StepProps } from './app-create-form-types';
+type Props = {
+  loading: boolean;
+  onNext: (chat: SdkAppFromChatT) => void;
+};
 
-export function AppCreateFormStep1({ onNext, loading }: StepProps) {
+export function AppCreateFormStep1({ onNext, loading }: Props) {
+  const [chat, setChat] = useState<SdkChatT | null>(null);
   const t = useI18n().pack.appsCreator;
 
+  const { sdks } = useSdkForLoggedIn();
+  const [onSummarizeChat, summarizeState] = useAsyncCallback(
+    async (chat: SdkTableRowWithUuidT) => pipe(
+      sdks.dashboard.apps.summarizeChatToApp(chat.id),
+      tapTaskEither(onNext),
+      tryOrThrowTE,
+      runTaskAsVoid,
+    ),
+  );
+
   return (
     <div className="flex flex-col h-[75vh]">
       <InternalConversationPanel
         className="flex-1 overflow-y-auto"
         initialMessage={t.prompts.createApp}
+        onChatCreated={setChat}
       />
 
       <div>
-        <button
+        <FormSpinnerCTA
           type="button"
-          className="uk-float-right uk-button uk-button-primary"
-          onClick={onNext}
-          disabled={loading}
+          loading={summarizeState.isLoading}
+          className="uk-float-right"
+          onClick={() => {
+            if (chat) {
+              void onSummarizeChat(chat);
+            }
+          }}
+          disabled={loading || !chat}
         >
           {t.create.nextStep}
-        </button>
+        </FormSpinnerCTA>
       </div>
     </div>
   );
diff --git a/apps/chat/src/modules/apps-creator/creator/steps/app-create-form-step2.tsx b/apps/chat/src/modules/apps-creator/creator/steps/app-create-form-step2.tsx
index df30697e..a5c125c2 100644
--- a/apps/chat/src/modules/apps-creator/creator/steps/app-create-form-step2.tsx
+++ b/apps/chat/src/modules/apps-creator/creator/steps/app-create-form-step2.tsx
@@ -1,20 +1,19 @@
 import { useI18n } from '~/i18n';
 
-import type { StepProps } from './app-create-form-types';
+import { AppSharedFormFields, type AppSharedFormFieldsProps } from '../../shared';
 
-import { AppSharedFormFields } from '../../shared';
+type StepProps = AppSharedFormFieldsProps & {
+  onBack?: () => void;
+  loading?: boolean;
+};
 
-export function AppCreateFormStep2({ onBack, loading, value, errors, bind }: StepProps & { errors: any; bind: any; }) {
+export function AppCreateFormStep2({ onBack, loading, ...props }: StepProps) {
   const { pack } = useI18n();
   const t = pack.appsCreator;
 
   return (
     <>
-      <AppSharedFormFields
-        organization={value.organization}
-        errors={errors}
-        {...bind}
-      />
+      <AppSharedFormFields {...props} />
 
       <div>
         <button
diff --git a/apps/chat/src/modules/apps-creator/creator/steps/app-create-form-types.ts b/apps/chat/src/modules/apps-creator/creator/steps/app-create-form-types.ts
deleted file mode 100644
index 2961234f..00000000
--- a/apps/chat/src/modules/apps-creator/creator/steps/app-create-form-types.ts
+++ /dev/null
@@ -1,8 +0,0 @@
-import type { SdkCreateAppInputT } from '@llm/sdk';
-
-export type StepProps = {
-  onNext?: () => void;
-  onBack?: () => void;
-  loading?: boolean;
-  value: SdkCreateAppInputT;
-};
diff --git a/apps/chat/src/modules/apps-creator/creator/steps/index.ts b/apps/chat/src/modules/apps-creator/creator/steps/index.ts
index e4fef0c8..62ca5d41 100644
--- a/apps/chat/src/modules/apps-creator/creator/steps/index.ts
+++ b/apps/chat/src/modules/apps-creator/creator/steps/index.ts
@@ -1,3 +1,2 @@
 export * from './app-create-form-step1';
 export * from './app-create-form-step2';
-export * from './app-create-form-types';
diff --git a/apps/chat/src/modules/apps-creator/shared/app-shared-form-fields.tsx b/apps/chat/src/modules/apps-creator/shared/app-shared-form-fields.tsx
index b7ac16ed..41177222 100644
--- a/apps/chat/src/modules/apps-creator/shared/app-shared-form-fields.tsx
+++ b/apps/chat/src/modules/apps-creator/shared/app-shared-form-fields.tsx
@@ -1,4 +1,4 @@
-import { controlled, useFormValidatorMessages, type ValidationErrorsListProps } from '@under-control/forms';
+import { type ControlBindProps, controlled, useFormValidatorMessages, type ValidationErrorsListProps } from '@under-control/forms';
 
 import type { SdkTableRowWithIdT, SdkUpdateAppInputT } from '@llm/sdk';
 
@@ -11,13 +11,14 @@ type Value = Pick<
   'name' | 'chatContext' | 'description' | 'category'
 >;
 
-type Props =
+export type AppSharedFormFieldsProps =
   & ValidationErrorsListProps<Value>
+  & ControlBindProps<Value>
   & {
     organization: SdkTableRowWithIdT;
   };
 
-export const AppSharedFormFields = controlled<Value, Props>(({ errors, organization, control: { bind } }) => {
+export const AppSharedFormFields = controlled<Value, AppSharedFormFieldsProps>(({ errors, organization, control: { bind } }) => {
   const t = useI18n().pack.appsCreator;
   const validation = useFormValidatorMessages({ errors });
 
@@ -31,6 +32,7 @@ export const AppSharedFormFields = controlled<Value, Props>(({ errors, organizat
         <AppsCategoriesSearchSelect
           key={organization.id}
           {...bind.path('category')}
+          required
           filters={{
             archived: false,
             organizationIds: [organization.id],
@@ -59,6 +61,7 @@ export const AppSharedFormFields = controlled<Value, Props>(({ errors, organizat
         <TextArea
           name="description"
           placeholder={t.fields.description.placeholder}
+          rows={4}
           required
           {...bind.path('description')}
         />
@@ -72,7 +75,7 @@ export const AppSharedFormFields = controlled<Value, Props>(({ errors, organizat
         <TextArea
           name="chat-context"
           placeholder={t.fields.chatContext.placeholder}
-          rows={3}
+          rows={10}
           required
           {...bind.path('chatContext')}
         />
diff --git a/apps/chat/src/modules/chats/internal-conversation/internal-conversation-panel.tsx b/apps/chat/src/modules/chats/internal-conversation/internal-conversation-panel.tsx
index 4ad1341d..8c515e31 100644
--- a/apps/chat/src/modules/chats/internal-conversation/internal-conversation-panel.tsx
+++ b/apps/chat/src/modules/chats/internal-conversation/internal-conversation-panel.tsx
@@ -2,9 +2,9 @@ import { apply, taskEither as TE } from 'fp-ts';
 import { pipe } from 'fp-ts/lib/function';
 import { memo } from 'react';
 
-import { tryOrThrowTE } from '@llm/commons';
+import { tapTaskEither, tryOrThrowTE } from '@llm/commons';
 import { useAsyncValue } from '@llm/commons-front';
-import { useSdkForLoggedIn } from '@llm/sdk';
+import { type SdkChatT, useSdkForLoggedIn } from '@llm/sdk';
 import { SpinnerContainer } from '@llm/ui';
 import { useWorkspaceOrganizationOrThrow } from '~/modules/workspace';
 
@@ -13,9 +13,10 @@ import { ChatConversationPanel } from '../conversation/chat-conversation-panel';
 type Props = {
   className?: string;
   initialMessage: string;
+  onChatCreated?: (chat: SdkChatT) => void;
 };
 
-export const InternalConversationPanel = memo(({ className, initialMessage }: Props) => {
+export const InternalConversationPanel = memo(({ className, initialMessage, onChatCreated }: Props) => {
   const { sdks } = useSdkForLoggedIn();
   const { organization, assignWorkspaceOrganization } = useWorkspaceOrganizationOrThrow();
 
@@ -30,6 +31,9 @@ export const InternalConversationPanel = memo(({ className, initialMessage }: Pr
         chat: sdks.dashboard.chats.get(id),
         aiModel: sdks.dashboard.aiModels.getDefault(organization.id),
       })),
+      tapTaskEither(({ chat }) => {
+        onChatCreated?.(chat);
+      }),
       tryOrThrowTE,
     ),
     [],
diff --git a/packages/sdk/src/modules/dashboard/apps/apps.sdk.ts b/packages/sdk/src/modules/dashboard/apps/apps.sdk.ts
index f96e981d..e9efaaf2 100644
--- a/packages/sdk/src/modules/dashboard/apps/apps.sdk.ts
+++ b/packages/sdk/src/modules/dashboard/apps/apps.sdk.ts
@@ -7,10 +7,12 @@ import {
   type SdkRecordAlreadyExistsError,
   type SdkRecordNotFoundError,
   type SdkTableRowIdT,
+  type SdkTableRowUuidT,
   type SdkTableRowWithIdT,
 } from '~/shared';
 
 import type {
+  SdkAppFromChatT,
   SdkAppT,
   SdkCreateAppInputT,
   SdkCreateAppOutputT,
@@ -68,4 +70,10 @@ export class AppsSdk extends AbstractNestedSdkWithAuth {
       url: this.endpoint(`/${id}`),
       options: putPayload(data),
     });
+
+  summarizeChatToApp = (chatId: SdkTableRowUuidT) =>
+    this.fetch<SdkAppFromChatT, SdkRecordNotFoundError>({
+      url: this.endpoint(`/summarize-chat-to-app/${chatId}`),
+      options: getPayload(),
+    });
 };
diff --git a/packages/sdk/src/modules/dashboard/apps/dto/index.ts b/packages/sdk/src/modules/dashboard/apps/dto/index.ts
index d739c173..3e59865d 100644
--- a/packages/sdk/src/modules/dashboard/apps/dto/index.ts
+++ b/packages/sdk/src/modules/dashboard/apps/dto/index.ts
@@ -1,4 +1,5 @@
 export * from './sdk-app.dto';
+export * from './sdk-app-from-chat.dto';
 export * from './sdk-create-app.dto';
 export * from './sdk-search-apps.dto';
 export * from './sdk-update-app.dto';
diff --git a/packages/sdk/src/modules/dashboard/apps/dto/sdk-app-from-chat.dto.ts b/packages/sdk/src/modules/dashboard/apps/dto/sdk-app-from-chat.dto.ts
new file mode 100644
index 00000000..40568cae
--- /dev/null
+++ b/packages/sdk/src/modules/dashboard/apps/dto/sdk-app-from-chat.dto.ts
@@ -0,0 +1,11 @@
+import type { z } from 'zod';
+
+import { SdkCreateAppInputV } from './sdk-create-app.dto';
+
+export const SdkAppFromChatV = SdkCreateAppInputV.pick({
+  name: true,
+  description: true,
+  chatContext: true,
+});
+
+export type SdkAppFromChatT = z.infer<typeof SdkAppFromChatV>;