From 3fa70bbf81d58ef30db33c33ed29c629f4a303aa Mon Sep 17 00:00:00 2001
From: Thushani Jayasekera <thushanij.18@cse.mrt.ac.lk>
Date: Mon, 13 Jul 2026 22:32:30 +0530
Subject: [PATCH 1/2] Refactor LLM terminology to AI across the application

This commit updates various components and pages to replace instances of "LLM Provider" and related terms with "AI Provider" for consistency and clarity. Changes include updates in Cypress tests, UI components, and documentation references, ensuring a unified terminology throughout the application.
---
 .../005-custom-provider-template.cy.js         |  6 +++---
 .../GatewayDeployConfigDrawer.tsx              |  2 +-
 .../src/pages/appShell/AppSidebar.tsx          |  2 +-
 .../pages/appShell/QuickStartIntroPopup.tsx    |  2 +-
 .../applications/OverviewTabs/APIKeyTab.tsx    |  2 +-
 .../OverviewTabs/AssociationsTab.tsx           | 14 +++++++-------
 .../OverviewTabs/AssociationsTable.tsx         |  6 +++---
 .../appShellPages/projects/ExploreMoreCard.tsx |  8 ++++----
 .../projects/ProxyQuickStartBanner.tsx         |  2 +-
 .../CreateProviderTemplate.tsx                 |  2 +-
 .../providerTemplate/EditProviderTemplate.tsx  |  2 +-
 .../providerTemplate/ProviderTemplatesList.tsx | 18 +++++++++---------
 .../appShellPages/proxies/LLMProxyNew.tsx      |  4 ++--
 .../proxies/LLMProxyProviderTab.tsx            |  2 +-
 .../AIGatewayStepBanner.tsx                    |  2 +-
 .../appShell/appShellPages/quickStart/Main.tsx |  2 +-
 .../lllmStepBanner/LLLMStepBanner.tsx          |  6 +++---
 .../quickStart/providerProxyOption.ts          |  8 ++++----
 .../ProviderTemplateFormFields.tsx             |  2 +-
 .../serviceProvider/ProvidersList.tsx          | 16 ++++++++--------
 .../ServiceProviderDeploymentsCard.tsx         |  2 +-
 .../serviceProvider/ServiceProviderNew.tsx     |  4 ++--
 .../ServiceProviderOverview.tsx                |  2 +-
 .../ServiceProvidersSummaryCard.tsx            |  8 ++++----
 .../appShell/appShellPages/settings/Main.tsx   |  2 +-
 .../src/pages/login/BasicAuthLoginPage.tsx     |  2 +-
 .../src/pages/register/OrgRegisterPage.tsx     |  2 +-
 27 files changed, 65 insertions(+), 65 deletions(-)

diff --git a/portals/ai-workspace/cypress/e2e/005-provider-templates/005-custom-provider-template.cy.js b/portals/ai-workspace/cypress/e2e/005-provider-templates/005-custom-provider-template.cy.js
index 503b2f92cf..8d4abcb3f9 100644
--- a/portals/ai-workspace/cypress/e2e/005-provider-templates/005-custom-provider-template.cy.js
+++ b/portals/ai-workspace/cypress/e2e/005-provider-templates/005-custom-provider-template.cy.js
@@ -79,7 +79,7 @@ describe('AI Workspace - Custom LLM provider template lifecycle', () => {
   it('creates a custom template, versions it, uses it for a provider, and blocks deletion while in use', () => {
     // --- Create the custom template (v1.0) ---------------------------------
     cy.contains('Settings', { timeout: 30000 }).should('be.visible').click();
-    cy.contains('LLM Provider Templates', { timeout: 30000 }).should('be.visible');
+    cy.contains('AI Provider Templates', { timeout: 30000 }).should('be.visible');
 
     cy.get('[data-cyid="add-provider-template-button"]', { timeout: 30000 })
       .scrollIntoView()
@@ -96,7 +96,7 @@ describe('AI Workspace - Custom LLM provider template lifecycle', () => {
       .should('not.be.disabled')
       .click();
 
-    cy.contains('LLM Provider Templates', { timeout: 30000 }).should('be.visible');
+    cy.contains('AI Provider Templates', { timeout: 30000 }).should('be.visible');
     cy.get(`[data-cyid="provider-template-card-${templateV1Id}"]`, {
       timeout: 30000,
     })
@@ -219,7 +219,7 @@ describe('AI Workspace - Custom LLM provider template lifecycle', () => {
     });
 
     // That was the only remaining version, so the whole template is gone.
-    cy.contains('LLM Provider Templates', { timeout: 30000 }).should('be.visible');
+    cy.contains('AI Provider Templates', { timeout: 30000 }).should('be.visible');
     cy.contains(templateName).should('not.exist');
   });
 });
diff --git a/portals/ai-workspace/src/Components/GatewayDeploy/GatewayDeployConfigDrawer.tsx b/portals/ai-workspace/src/Components/GatewayDeploy/GatewayDeployConfigDrawer.tsx
index 35b173600b..8170e8b262 100644
--- a/portals/ai-workspace/src/Components/GatewayDeploy/GatewayDeployConfigDrawer.tsx
+++ b/portals/ai-workspace/src/Components/GatewayDeploy/GatewayDeployConfigDrawer.tsx
@@ -99,7 +99,7 @@ export default function GatewayDeployConfigDrawer({
           value={host}
           onChange={(e) => setHost(e.target.value)}
           fullWidth
-          helperText="Gateway URL of the LLM Provider (optional)"
+          helperText="Gateway URL of the AI Provider (optional)"
         />
 
         <Box sx={{ mt: 'auto', display: 'flex', gap: 2, pt: 2 }}>
diff --git a/portals/ai-workspace/src/pages/appShell/AppSidebar.tsx b/portals/ai-workspace/src/pages/appShell/AppSidebar.tsx
index 35d3091865..c20de03c4d 100644
--- a/portals/ai-workspace/src/pages/appShell/AppSidebar.tsx
+++ b/portals/ai-workspace/src/pages/appShell/AppSidebar.tsx
@@ -222,7 +222,7 @@ export default function AppSidebar({
                       <Sidebar.ItemIcon>
                         <Handshake size={20} />
                       </Sidebar.ItemIcon>
-                      <Sidebar.ItemLabel>LLM Providers</Sidebar.ItemLabel>
+                      <Sidebar.ItemLabel>AI Providers</Sidebar.ItemLabel>
                     </Sidebar.Item>
                   </NavLink>
                 )}
diff --git a/portals/ai-workspace/src/pages/appShell/QuickStartIntroPopup.tsx b/portals/ai-workspace/src/pages/appShell/QuickStartIntroPopup.tsx
index e8d4ba8a4e..4d88a01fa4 100644
--- a/portals/ai-workspace/src/pages/appShell/QuickStartIntroPopup.tsx
+++ b/portals/ai-workspace/src/pages/appShell/QuickStartIntroPopup.tsx
@@ -203,7 +203,7 @@ export default function QuickStartIntroPopup({
               color: '#6a6a6c',
             }}
           >
-            Step-by-step guided flows for LLM Providers, MCP Proxies, and more —
+            Step-by-step guided flows for AI Providers, MCP Proxies, and more —
             set up your AI Gateway in minutes.
           </Typography>
 
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/APIKeyTab.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/APIKeyTab.tsx
index 1e947a79eb..dd9f7ec74a 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/APIKeyTab.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/APIKeyTab.tsx
@@ -90,7 +90,7 @@ function resolveMappedKeyId(key: MappedAPIKey): string {
 
 function formatAssociatedEntityKind(kind?: string): string {
   if (!kind) return '—';
-  if (kind === 'LlmProvider') return 'LLM Provider';
+  if (kind === 'LlmProvider') return 'AI Provider';
   if (kind === 'LlmProxy') return 'App LLM Proxy';
   return kind;
 }
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTab.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTab.tsx
index 6ccc478ce7..32c57cf630 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTab.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTab.tsx
@@ -815,7 +815,7 @@ export default function AssociationsTab() {
     try {
       await loadOrganizationProviders();
     } catch {
-      setProviderDrawerLoadError('Failed to load LLM providers.');
+      setProviderDrawerLoadError('Failed to load AI providers.');
     } finally {
       setIsProviderDrawerLoading(false);
     }
@@ -919,13 +919,13 @@ export default function AssociationsTab() {
       const keyCount = linkedProviderKeyPayload.length;
       showSnackbar(
         providerCount > 0 && keyCount > 0
-          ? `${providerCount} LLM provider${
+          ? `${providerCount} AI provider${
               providerCount > 1 ? 's' : ''
             } associated and ${keyCount} API key${
               keyCount > 1 ? 's' : ''
             } added successfully.`
           : providerCount > 0
-          ? `${providerCount} LLM provider${
+          ? `${providerCount} AI provider${
               providerCount > 1 ? 's' : ''
             } associated successfully.`
           : `${keyCount} API key${keyCount > 1 ? 's' : ''} added successfully.`,
@@ -1120,7 +1120,7 @@ export default function AssociationsTab() {
       });
 
       const label =
-        deleteTarget.kind === 'LlmProvider' ? 'LLM provider' : 'LLM proxy';
+        deleteTarget.kind === 'LlmProvider' ? 'AI provider' : 'LLM proxy';
       setDeleteTarget(null);
       showSnackbar(`${label} association removed successfully.`, 'success');
     } catch (error) {
@@ -1417,7 +1417,7 @@ export default function AssociationsTab() {
 
       <AssociationSelectionDrawer
         open={providerDrawerOpen}
-        title="Add LLM Providers"
+        title="Add AI Providers"
         description="Select providers and their API keys to associate with this application."
         searchPlaceholder="Search providers..."
         searchValue={providerDrawerSearch}
@@ -1427,7 +1427,7 @@ export default function AssociationsTab() {
         isLoading={isProviderDrawerLoading}
         loadError={providerDrawerLoadError}
         items={filteredOrgProviders}
-        emptyStateText="No LLM providers found in this organization."
+        emptyStateText="No AI providers found in this organization."
         emptySearchText="No providers match your search."
         linkedIds={linkedProviderIds}
         selectedIds={selectedProviderIds}
@@ -1766,7 +1766,7 @@ export default function AssociationsTab() {
       >
         <DialogTitle>
           Remove{' '}
-          {deleteTarget?.kind === 'LlmProvider' ? 'LLM Provider' : 'LLM Proxy'}{' '}
+          {deleteTarget?.kind === 'LlmProvider' ? 'AI Provider' : 'LLM Proxy'}{' '}
           association
         </DialogTitle>
         <DialogContent>
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTable.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTable.tsx
index d65482c49a..343b25a1e3 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTable.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTable.tsx
@@ -101,7 +101,7 @@ function renderPrimaryActions(
         startIcon={<Plus size={16} />}
         onClick={() => void onOpenProviderDrawer()}
       >
-        Add LLM Provider
+        Add AI Provider
       </Button>
       <Button
         variant="contained"
@@ -273,7 +273,7 @@ export default function AssociationsTable({
                           <Chip
                             label={
                               association.kind === 'LlmProvider'
-                                ? 'LLM Provider'
+                                ? 'AI Provider'
                                 : 'LLM Proxy'
                             }
                             size="small"
@@ -466,7 +466,7 @@ export default function AssociationsTable({
           description={
             showNoSearchResults
               ? 'No associations match your search.'
-              : 'Associate LLM providers and proxies to enable AI capabilities for this application.'
+              : 'Associate AI providers and proxies to enable AI capabilities for this application.'
           }
           action={
             showNoSearchResults ? (
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ExploreMoreCard.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ExploreMoreCard.tsx
index 9f9a56a617..93327a4426 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ExploreMoreCard.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ExploreMoreCard.tsx
@@ -51,21 +51,21 @@ export default function ExploreMoreCard() {
       ],
     },
     {
-      title: 'LLM Provider Integration',
+      title: 'AI Provider Integration',
       subtitle:
         'Connect, configure, and maintain model providers for your workspace.',
       icon: Server,
       links: [
         {
-          label: 'LLM Providers Overview',
+          label: 'AI Providers Overview',
           href: 'https://wso2.com/bijira/docs/ai-workspace/llm-providers/overview/',
         },
         {
-          label: 'Configure a New LLM Provider',
+          label: 'Configure a New AI Provider',
           href: 'https://wso2.com/bijira/docs/ai-workspace/llm-providers/configure-provider/',
         },
         {
-          label: 'Manage Existing LLM Providers',
+          label: 'Manage Existing AI Providers',
           href: 'https://wso2.com/bijira/docs/ai-workspace/llm-providers/manage-provider/',
         },
       ],
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ProxyQuickStartBanner.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ProxyQuickStartBanner.tsx
index ec84747289..a2306c9017 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ProxyQuickStartBanner.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ProxyQuickStartBanner.tsx
@@ -467,7 +467,7 @@ export default function ProxyQuickStartBanner() {
                   severity="warning"
                   sx={{ fontSize: 14, maxWidth: 'fit-content' }}
                 >
-                  You need one or more Gateways and LLM Providers please contact
+                  You need one or more Gateways and AI Providers please contact
                   Organization admin.
                 </Alert>
               ) : (
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/providerTemplate/CreateProviderTemplate.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/providerTemplate/CreateProviderTemplate.tsx
index 50cdccd882..1dba6795e3 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/providerTemplate/CreateProviderTemplate.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/providerTemplate/CreateProviderTemplate.tsx
@@ -270,7 +270,7 @@ export default function CreateProviderTemplate() {
           <PageTitle.Header>
             <FormattedMessage
               id="aiWorkspace.pages.appShell.appShellPages.providerTemplate.CreateProviderTemplate.title"
-              defaultMessage={'Add LLM Provider Template'}
+              defaultMessage={'Add AI Provider Template'}
             />
           </PageTitle.Header>
         </PageTitle>
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/providerTemplate/EditProviderTemplate.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/providerTemplate/EditProviderTemplate.tsx
index 1c093aff6a..cc2fa832bb 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/providerTemplate/EditProviderTemplate.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/providerTemplate/EditProviderTemplate.tsx
@@ -114,7 +114,7 @@ function EditProviderTemplateForm({ template }: { template: ProviderTemplate })
           <PageTitle.Header>
             <FormattedMessage
               id="aiWorkspace.pages.appShell.appShellPages.providerTemplate.EditProviderTemplate.title"
-              defaultMessage={'Edit LLM Provider Template'}
+              defaultMessage={'Edit AI Provider Template'}
             />
           </PageTitle.Header>
         </PageTitle>
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/providerTemplate/ProviderTemplatesList.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/providerTemplate/ProviderTemplatesList.tsx
index 59a77d76d6..d45c90aa8a 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/providerTemplate/ProviderTemplatesList.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/providerTemplate/ProviderTemplatesList.tsx
@@ -276,14 +276,14 @@ export default function ProviderTemplatesList({
           <PageTitle.Header>
             <FormattedMessage
               id="aiWorkspace.pages.appShell.appShellPages.providerTemplate.ProviderTemplatesList.title"
-              defaultMessage={'LLM Provider Templates'}
+              defaultMessage={'AI Provider Templates'}
             />
           </PageTitle.Header>
           <PageTitle.SubHeader>
             <FormattedMessage
               id="aiWorkspace.pages.appShell.appShellPages.providerTemplate.ProviderTemplatesList.subtitle"
               defaultMessage={
-                'Define reusable templates for connecting LLM providers.'
+                'Define reusable templates for connecting AI providers.'
               }
             />
           </PageTitle.SubHeader>
@@ -342,7 +342,7 @@ export default function ProviderTemplatesList({
               <Typography variant="h6" sx={{ fontWeight: 700 }}>
                 <FormattedMessage
                   id="aiWorkspace.pages.appShell.appShellPages.providerTemplate.ProviderTemplatesList.empty.title"
-                  defaultMessage={'Create your first LLM Provider Template'}
+                  defaultMessage={'Create your first AI Provider Template'}
                 />
               </Typography>
               <Typography
@@ -353,7 +353,7 @@ export default function ProviderTemplatesList({
                 <FormattedMessage
                   id="aiWorkspace.pages.appShell.appShellPages.providerTemplate.ProviderTemplatesList.empty.subtitle"
                   defaultMessage={
-                    'A template holds the endpoint and auth details for connecting a custom LLM provider.'
+                    'A template holds the endpoint and auth details for connecting a custom AI provider.'
                   }
                 />
               </Typography>
@@ -404,10 +404,10 @@ export default function ProviderTemplatesList({
               variant="h6"
               sx={{ fontWeight: 700, mb: 0.5, mt: 0 }}
             >
-              Custom LLM Providers
+              Custom AI Providers
             </Typography>
             <Typography variant="body2" color="text.secondary" sx={{ mb: 2 }}>
-              Templates you create to connect your own LLM providers.
+              Templates you create to connect your own AI providers.
             </Typography>
 
             {filteredTemplates.length > 0 ? (
@@ -488,7 +488,7 @@ export default function ProviderTemplatesList({
                     <FormattedMessage
                       id="aiWorkspace.pages.appShell.appShellPages.providerTemplate.ProviderTemplatesList.empty.title"
                       defaultMessage={
-                        'Create your first LLM Provider Template'
+                        'Create your first AI Provider Template'
                       }
                     />
                   </Typography>
@@ -500,7 +500,7 @@ export default function ProviderTemplatesList({
                     <FormattedMessage
                       id="aiWorkspace.pages.appShell.appShellPages.providerTemplate.ProviderTemplatesList.empty.subtitle"
                       defaultMessage={
-                        'A template holds the endpoint and auth details for connecting a custom LLM provider.'
+                        'A template holds the endpoint and auth details for connecting a custom AI provider.'
                       }
                     />
                   </Typography>
@@ -530,7 +530,7 @@ export default function ProviderTemplatesList({
                   Built-in Templates
                 </Typography>
                 <Typography variant="body2" color="text.secondary" sx={{ mb: 2 }}>
-                  Built-in LLM providers, included by default.
+                  Built-in AI providers, included by default.
                 </Typography>
                 {filteredBuiltIn.length > 0 ? (
                   <Box sx={cardGridSx}>
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyNew.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyNew.tsx
index 7ff509dfc3..75aa13158e 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyNew.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyNew.tsx
@@ -670,7 +670,7 @@ function LLMProxyNewContent({
                   <FormLabel sx={{ mb: 0.5 }}>
                     <FormattedMessage
                       id="aiWorkspace.pages.appShell.appShellPages.proxies.LLMProxyNew.llm.service.provider"
-                      defaultMessage="LLM Provider"
+                      defaultMessage="AI Provider"
                     />
                   </FormLabel>
                   <Select
@@ -802,7 +802,7 @@ function LLMProxyNewContent({
                             <Typography variant="body2" color="text.secondary">
                               <FormattedMessage
                                 id="aiWorkspace.pages.appShell.appShellPages.proxies.LLMProxyNew.generate.provider.api.key.description"
-                                defaultMessage="Generate an API key for the selected LLM provider."
+                                defaultMessage="Generate an API key for the selected AI provider."
                               />
                             </Typography>
                           )}
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyProviderTab.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyProviderTab.tsx
index 0c2f8ba591..13343b3d6d 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyProviderTab.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyProviderTab.tsx
@@ -185,7 +185,7 @@ export default function LLMProxyProviderTab() {
           <Typography variant="h6" sx={{ mb: 1.5, fontWeight: 600 }}>
             <FormattedMessage
               id="aiWorkspace.pages.appShell.appShellPages.proxies.LLMProxyProviderTab.llm.service.provider"
-              defaultMessage={'LLM Provider'}
+              defaultMessage={'AI Provider'}
             />
           </Typography>
 
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/AIGatewayStepBanner/AIGatewayStepBanner.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/AIGatewayStepBanner/AIGatewayStepBanner.tsx
index 1e5f141aa1..e05553acaf 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/AIGatewayStepBanner/AIGatewayStepBanner.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/AIGatewayStepBanner/AIGatewayStepBanner.tsx
@@ -187,7 +187,7 @@ export default function AIGatewayStepBanner({
                 <Box component="span" sx={{ fontWeight: 600 }}>
                   Next:{' '}
                 </Box>
-                Create LLM Provider and deploy on your new gateway.
+                Create AI Provider and deploy on your new gateway.
               </Typography>
             </>
           ) : (
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/Main.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/Main.tsx
index 15a86e392a..51424f3426 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/Main.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/Main.tsx
@@ -243,7 +243,7 @@ export default function QuickStart(): JSX.Element {
     gatewayCounts.ai + gatewayCounts.api >= MAX_GATEWAYS_PER_ORG;
   const nextButtonTooltip =
     selectedOptionId === 'provider-proxy' && isProviderQuotaReached
-      ? 'You cannot continue because your organization has reached the maximum limit of 5 LLM providers.'
+      ? 'You cannot continue because your organization has reached the maximum limit of 5 AI providers.'
       : selectedOptionId === 'manage-gateways' && isGatewayQuotaReached
       ? getGatewayQuotaTooltip(gatewayCounts)
       : '';
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/lllmStepBanner/LLLMStepBanner.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/lllmStepBanner/LLLMStepBanner.tsx
index 15be9f8b68..70d76fe79b 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/lllmStepBanner/LLLMStepBanner.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/lllmStepBanner/LLLMStepBanner.tsx
@@ -89,7 +89,7 @@ export default function LLLMStepBanner({
     (selectedProvider?.policies?.filter(
       (p) => !(p.name === 'llm-cost' && p.version === 'v1')
     ).length ?? 0) > 0;
-  const resolvedProviderName = providerName?.trim() || 'LLM Provider';
+  const resolvedProviderName = providerName?.trim() || 'AI Provider';
 
   useEffect(() => {
     if (!selectedProviderId || !organizationId) {
@@ -159,7 +159,7 @@ export default function LLLMStepBanner({
       },
       {
         id: 'consume',
-        title: 'Consume LLM Provider',
+        title: 'Consume AI Provider',
         icon: Package,
         completed: stepCompletion.hasConsumptions,
       },
@@ -306,7 +306,7 @@ export default function LLLMStepBanner({
               const isTooltipStep = tooltipStepId === step.id;
               const hoverTooltip =
                 step.id === 'consume' && !stepCompletion.hasDeployments
-                  ? 'Deploy to a gateway first before consuming the LLM provider'
+                  ? 'Deploy to a gateway first before consuming the AI provider'
                   : '';
               const tooltipTitle = isTooltipStep && tooltipMessage ? tooltipMessage : hoverTooltip;
               const tooltipOpen = isTooltipStep && !!tooltipMessage ? true : undefined;
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/providerProxyOption.ts b/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/providerProxyOption.ts
index 77adc1f3a7..0a0386da72 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/providerProxyOption.ts
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/providerProxyOption.ts
@@ -23,14 +23,14 @@ import type { QuickStartOption } from './types';
 export function getProviderProxyOption(getNextPath: () => string): QuickStartOption {
   return {
     id: 'provider-proxy',
-    label: 'Expose My LLM Providers Securely',
-    description: 'Register an LLM provider your applications can use.',
-    title: 'Set up an LLM provider and expose it with a proxy',
+    label: 'Expose My AI Providers Securely',
+    description: 'Register an AI provider your applications can use.',
+    title: 'Set up an AI provider and expose it with a proxy',
     subtitle:
       'Connect your model provider, define a reusable proxy, and prepare it for deployment through your AI workspace.',
     steps: [
       {
-        title: 'Add LLM provider',
+        title: 'Add AI provider',
         description:
           'Register the provider, credentials, and models you want to make available.',
       },
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/AddNewProvider/ProviderTemplateFormFields.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/AddNewProvider/ProviderTemplateFormFields.tsx
index 5848b9a778..12112753dd 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/AddNewProvider/ProviderTemplateFormFields.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/AddNewProvider/ProviderTemplateFormFields.tsx
@@ -258,7 +258,7 @@ export default function ProviderTemplateFormFields({
               }
               placeholder="https://api.openai.com/v1"
               error={Boolean(fieldErrors.upstreamUrl)}
-              helperText={fieldErrors.upstreamUrl || 'The base URL of the upstream LLM provider'}
+              helperText={fieldErrors.upstreamUrl || 'The base URL of the upstream AI provider'}
               data-cyid="provider-upstream-url-input"
             />
           </FormControl>
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ProvidersList.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ProvidersList.tsx
index ea7650a6f9..6478b29b2e 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ProvidersList.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ProvidersList.tsx
@@ -151,10 +151,10 @@ export default function ServiceProviders() {
 
   // Access the list from the API response
   const providers = providersResponse.list;
-  const emptyMessage = 'No Available LLM Providers';
+  const emptyMessage = 'No Available AI Providers';
   const isProviderQuotaReached = false;
   const providerQuotaTooltip =
-    'You cannot create more providers because your organization has reached the maximum limit of 5 LLM providers.';
+    'You cannot create more providers because your organization has reached the maximum limit of 5 AI providers.';
 
   const filteredProviders = useMemo(() => {
     const query = searchQuery.trim().toLowerCase();
@@ -287,7 +287,7 @@ export default function ServiceProviders() {
                 <FormattedMessage
                   id="aiWorkspace.pages.appShell.appShellPages.serviceProvider.ProvidersList.project.level.disabled.subtitle"
                   defaultMessage={
-                    'Switch to organization level to view and manage LLM providers.'
+                    'Switch to organization level to view and manage AI providers.'
                   }
                 />
               </Typography>
@@ -325,14 +325,14 @@ export default function ServiceProviders() {
           <PageTitle.Header>
             <FormattedMessage
               id="aiWorkspace.pages.appShell.appShellPages.serviceProvider.ProvidersList.llm.service.providers"
-              defaultMessage={'LLM Providers'}
+              defaultMessage={'AI Providers'}
             />
           </PageTitle.Header>
           <PageTitle.SubHeader>
             <FormattedMessage
               id="aiWorkspace.pages.appShell.appShellPages.serviceProvider.ProvidersList.manage.and.monitor.your.connected.llm.service.providers"
               defaultMessage={
-                'Manage and monitor your connected LLM Providers.'
+                'Manage and monitor your connected AI Providers.'
               }
             />
           </PageTitle.SubHeader>
@@ -435,7 +435,7 @@ export default function ServiceProviders() {
             <Typography variant="h6" sx={{ fontWeight: 700 }}>
               <FormattedMessage
                 id="aiWorkspace.pages.appShell.appShellPages.serviceProvider.ServiceProvidersSummaryCard.create.your.first.llm.provider"
-                defaultMessage={'Create your first LLM Provider'}
+                defaultMessage={'Create your first AI Provider'}
               />
             </Typography>
 
@@ -447,7 +447,7 @@ export default function ServiceProviders() {
               <FormattedMessage
                 id="aiWorkspace.pages.appShell.appShellPages.serviceProvider.ServiceProvidersSummaryCard.connect.and.manage.providers.description"
                 defaultMessage={
-                  'Set up an LLM provider to start connecting models and powering AI applications in your workspace.'
+                  'Set up an AI provider to start connecting models and powering AI applications in your workspace.'
                 }
               />
             </Typography>
@@ -780,7 +780,7 @@ export default function ServiceProviders() {
         }}
       >
         <DialogTitle>
-          Are you sure you want to remove the LLM Provider{' '}
+          Are you sure you want to remove the AI Provider{' '}
           <strong>'{deleteTarget?.name ?? ''}'</strong>?
         </DialogTitle>
         <DialogContent>
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderDeploymentsCard.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderDeploymentsCard.tsx
index 1977f253e5..0c93ddbe1b 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderDeploymentsCard.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderDeploymentsCard.tsx
@@ -337,7 +337,7 @@ export default function ServiceProviderDeploymentsCard({
             <Typography variant="body2" color="text.secondary">
               <FormattedMessage
                 id="aiWorkspace.pages.appShell.appShellPages.serviceProvider.ServiceProviderDeploymentsCard.start.using.this.llm.provider"
-                defaultMessage={'Start using this LLM provider'}
+                defaultMessage={'Start using this AI provider'}
               />
             </Typography>
           </Box> */}
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderNew.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderNew.tsx
index 792d27e0a6..c5912f6f6b 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderNew.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderNew.tsx
@@ -427,7 +427,7 @@ export default function ServiceProviderNew() {
         setFieldErrors(mappedErrors);
       }
       if (hasUnmapped || Object.keys(mappedErrors).length === 0) {
-        const description = getErrorMessage(error, 'Failed to create LLM provider.');
+        const description = getErrorMessage(error, 'Failed to create AI provider.');
         showSnackbar(description, 'error');
       }
     }
@@ -515,7 +515,7 @@ export default function ServiceProviderNew() {
           <PageTitle.Header>
             <FormattedMessage
               id="aiWorkspace.pages.appShell.appShellPages.serviceProvider.ServiceProviderNew.add.llm.service.provider"
-              defaultMessage={'Add LLM Provider'}
+              defaultMessage={'Add AI Provider'}
             />
           </PageTitle.Header>
         </PageTitle>
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderOverview.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderOverview.tsx
index 9da9fb7cd2..e657192aa4 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderOverview.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderOverview.tsx
@@ -1032,7 +1032,7 @@ function ServiceProviderOverviewContent() {
       }}
     >
       <DialogTitle>
-        Are you sure you want to remove the LLM Provider{' '}
+        Are you sure you want to remove the AI Provider{' '}
         <strong>'{deleteTarget?.name ?? ''}'</strong>?
       </DialogTitle>
       <DialogContent>
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProvidersSummaryCard.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProvidersSummaryCard.tsx
index e331f3418d..3345444145 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProvidersSummaryCard.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProvidersSummaryCard.tsx
@@ -92,11 +92,11 @@ export default function ServiceProvidersSummaryCard({
   onCreateProvider,
   onProviderClick,
   maxItems = 5,
-  title = 'LLM Providers',
+  title = 'AI Providers',
   isLoading = false,
   error,
   onRetry,
-  emptyMessage = 'No Available LLM Providers',
+  emptyMessage = 'No Available AI Providers',
   showSeeMore = true,
 }: ServiceProvidersSummaryCardProps) {
   const { hasPermission } = useAppAuth();
@@ -255,7 +255,7 @@ export default function ServiceProvidersSummaryCard({
             <Typography variant="h6" sx={{ fontWeight: 700 }}>
               <FormattedMessage
                 id="aiWorkspace.pages.appShell.appShellPages.serviceProvider.ServiceProvidersSummaryCard.create.your.first.llm.provider"
-                defaultMessage={'Create your first LLM Provider'}
+                defaultMessage={'Create your first AI Provider'}
               />
             </Typography>
 
@@ -267,7 +267,7 @@ export default function ServiceProvidersSummaryCard({
               <FormattedMessage
                 id="aiWorkspace.pages.appShell.appShellPages.serviceProvider.ServiceProvidersSummaryCard.connect.and.manage.providers.description"
                 defaultMessage={
-                  'Set up an LLM provider to start connecting models and powering AI applications in your workspace.'
+                  'Set up an AI provider to start connecting models and powering AI applications in your workspace.'
                 }
               />
             </Typography>
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/settings/Main.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/settings/Main.tsx
index f7a500c69a..d1e0760917 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/settings/Main.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/settings/Main.tsx
@@ -54,7 +54,7 @@ interface NavItem {
 const NAV_ITEMS: NavItem[] = [
   {
     key: 'templates',
-    label: 'LLM Provider Templates',
+    label: 'AI Provider Templates',
     icon: <LayoutTemplate size={18} />,
     path: '/settings/llm-provider-templates',
   },
diff --git a/portals/ai-workspace/src/pages/login/BasicAuthLoginPage.tsx b/portals/ai-workspace/src/pages/login/BasicAuthLoginPage.tsx
index 14ed557a93..218cd3d27d 100644
--- a/portals/ai-workspace/src/pages/login/BasicAuthLoginPage.tsx
+++ b/portals/ai-workspace/src/pages/login/BasicAuthLoginPage.tsx
@@ -48,7 +48,7 @@ interface Props {
 }
 
 const sloganItems = [
-  { icon: <Cloud size={20} />, title: 'Connect multiple LLM providers and models' },
+  { icon: <Cloud size={20} />, title: 'Connect multiple AI providers and models' },
   { icon: <AppWindow size={20} />, title: 'Build, run, and iterate AI workflows' },
   { icon: <Cog size={20} />, title: 'Configure prompts, tools, and runtime settings' },
   { icon: <FlaskConical size={20} />, title: 'Test, evaluate, and compare model responses' },
diff --git a/portals/ai-workspace/src/pages/register/OrgRegisterPage.tsx b/portals/ai-workspace/src/pages/register/OrgRegisterPage.tsx
index 0ccd777630..03b44b1c2c 100644
--- a/portals/ai-workspace/src/pages/register/OrgRegisterPage.tsx
+++ b/portals/ai-workspace/src/pages/register/OrgRegisterPage.tsx
@@ -322,7 +322,7 @@ export default function OrgRegisterPage() {
 
           <Stack spacing={2} sx={{ position: 'relative' }}>
             {[
-              'Connect and manage multiple LLM providers',
+              'Connect and manage multiple AI providers',
               'Deploy AI gateways with policy controls',
               'Build, test, and iterate AI proxies',
               'Monitor usage with built-in analytics',

From eabcbe19f551cc28ee2bc0d3ce9a971651131e74 Mon Sep 17 00:00:00 2001
From: Thushani Jayasekera <thushanij.18@cse.mrt.ac.lk>
Date: Mon, 13 Jul 2026 22:35:21 +0530
Subject: [PATCH 2/2] Refactor terminology from "LLM Proxy" to "AI Proxy"
 across the application

This commit updates various components, tests, and UI elements to replace instances of "LLM Proxy" with "AI Proxy" for consistency and clarity. Changes include updates in Cypress tests, UI components, and documentation references, ensuring a unified terminology throughout the application.
---
 .../001-provider-and-proxy.cy.js              |  6 ++--
 .../003-llm-proxy-secret-management.cy.js     |  4 +--
 .../src/pages/appShell/AppSidebar.tsx         |  2 +-
 .../applications/OverviewTabs/APIKeyTab.tsx   |  2 +-
 .../OverviewTabs/AssociationsTab.tsx          | 16 +++++-----
 .../OverviewTabs/AssociationsTable.tsx        |  4 +--
 .../projects/ExploreMoreCard.tsx              | 10 +++----
 .../projects/ProxyQuickStartBanner.tsx        |  8 ++---
 .../appShellPages/proxies/LLMProxiesList.tsx  | 30 +++++++++----------
 .../proxies/LLMProxiesSummaryCardSection.tsx  |  8 ++---
 .../appShellPages/proxies/LLMProxyDeploy.tsx  |  4 +--
 .../proxies/LLMProxyDeploymentsCard.tsx       |  6 ++--
 .../appShellPages/proxies/LLMProxyNew.tsx     |  2 +-
 .../proxies/LLMProxyOverview.tsx              |  6 ++--
 .../proxies/LLMProxyOverviewTab.tsx           |  2 +-
 .../quickStart/manageGatewaysOption.ts        |  2 +-
 .../serviceProvider/ProvidersList.tsx         |  4 +--
 .../ServiceProviderOverview.tsx               | 14 ++++-----
 18 files changed, 65 insertions(+), 65 deletions(-)

diff --git a/portals/ai-workspace/cypress/e2e/001-providers/001-provider-and-proxy.cy.js b/portals/ai-workspace/cypress/e2e/001-providers/001-provider-and-proxy.cy.js
index 48fd91ec3b..b6916eaa6d 100644
--- a/portals/ai-workspace/cypress/e2e/001-providers/001-provider-and-proxy.cy.js
+++ b/portals/ai-workspace/cypress/e2e/001-providers/001-provider-and-proxy.cy.js
@@ -160,7 +160,7 @@ describe('AI Workspace - OpenAI provider and proxy lifecycle', () => {
     );
     cy.contains(providerName, { timeout: 30000 }).should('be.visible');
 
-    cy.contains('button', 'Create App LLM Proxy', { timeout: 30000 })
+    cy.contains('button', 'Create App AI Proxy', { timeout: 30000 })
       .should('be.visible')
       .click();
 
@@ -173,7 +173,7 @@ describe('AI Workspace - OpenAI provider and proxy lifecycle', () => {
       .should('not.be.disabled')
       .click();
 
-    cy.contains('Create App LLM Proxy', { timeout: 30000 }).should(
+    cy.contains('Create App AI Proxy', { timeout: 30000 }).should(
       'be.visible'
     );
     cy.get('input[placeholder="WSO2 OpenAI Provider Proxy"]', {
@@ -196,7 +196,7 @@ describe('AI Workspace - OpenAI provider and proxy lifecycle', () => {
     cy.get('button[aria-label="Delete proxy"]', { timeout: 30000 })
       .should('be.visible')
       .click();
-    cy.contains('Delete App LLM Proxy', { timeout: 30000 }).should('be.visible');
+    cy.contains('Delete App AI Proxy', { timeout: 30000 }).should('be.visible');
     cy.get('[role="dialog"]').within(() => {
       cy.contains('button', 'Delete').click();
     });
diff --git a/portals/ai-workspace/cypress/e2e/001-providers/003-llm-proxy-secret-management.cy.js b/portals/ai-workspace/cypress/e2e/001-providers/003-llm-proxy-secret-management.cy.js
index 3f7a9403ed..aa18ffe0df 100644
--- a/portals/ai-workspace/cypress/e2e/001-providers/003-llm-proxy-secret-management.cy.js
+++ b/portals/ai-workspace/cypress/e2e/001-providers/003-llm-proxy-secret-management.cy.js
@@ -106,11 +106,11 @@ function createProviderViaUI(providerName) {
 }
 
 function navigateToCreateProxy(projectName) {
-  cy.contains('button', 'Create App LLM Proxy', { timeout: 30000 }).should('be.visible').click();
+  cy.contains('button', 'Create App AI Proxy', { timeout: 30000 }).should('be.visible').click();
   cy.contains('label', 'Projects', { timeout: 30000 }).parent().find('[role="combobox"]').click();
   cy.contains('[role="option"]', projectName, { timeout: 15000 }).click();
   cy.contains('button', 'Continue').should('not.be.disabled').click();
-  cy.contains('Create App LLM Proxy', { timeout: 30000 }).should('be.visible');
+  cy.contains('Create App AI Proxy', { timeout: 30000 }).should('be.visible');
 }
 
 // ---------------------------------------------------------------------------
diff --git a/portals/ai-workspace/src/pages/appShell/AppSidebar.tsx b/portals/ai-workspace/src/pages/appShell/AppSidebar.tsx
index c20de03c4d..b8e0ec8384 100644
--- a/portals/ai-workspace/src/pages/appShell/AppSidebar.tsx
+++ b/portals/ai-workspace/src/pages/appShell/AppSidebar.tsx
@@ -236,7 +236,7 @@ export default function AppSidebar({
                       <Sidebar.ItemIcon>
                         <Workflow size={20} />
                       </Sidebar.ItemIcon>
-                      <Sidebar.ItemLabel>App LLM Proxies</Sidebar.ItemLabel>
+                      <Sidebar.ItemLabel>App AI Proxies</Sidebar.ItemLabel>
                     </Sidebar.Item>
                   </NavLink>
                 )}
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/APIKeyTab.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/APIKeyTab.tsx
index dd9f7ec74a..1122d8e966 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/APIKeyTab.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/APIKeyTab.tsx
@@ -91,7 +91,7 @@ function resolveMappedKeyId(key: MappedAPIKey): string {
 function formatAssociatedEntityKind(kind?: string): string {
   if (!kind) return '—';
   if (kind === 'LlmProvider') return 'AI Provider';
-  if (kind === 'LlmProxy') return 'App LLM Proxy';
+  if (kind === 'LlmProxy') return 'App AI Proxy';
   return kind;
 }
 
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTab.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTab.tsx
index 32c57cf630..fcc4c08501 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTab.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTab.tsx
@@ -964,7 +964,7 @@ export default function AssociationsTab() {
     try {
       await loadOrganizationProxies();
     } catch {
-      setProxyDrawerLoadError('Failed to load LLM proxies.');
+      setProxyDrawerLoadError('Failed to load AI proxies.');
     } finally {
       setIsProxyDrawerLoading(false);
     }
@@ -1068,13 +1068,13 @@ export default function AssociationsTab() {
       const keyCount = linkedProxyKeyPayload.length;
       showSnackbar(
         proxyCount > 0 && keyCount > 0
-          ? `${proxyCount} LLM proxy${
+          ? `${proxyCount} AI proxy${
               proxyCount > 1 ? 's' : ''
             } associated and ${keyCount} API key${
               keyCount > 1 ? 's' : ''
             } added successfully.`
           : proxyCount > 0
-          ? `${proxyCount} LLM proxy${
+          ? `${proxyCount} AI proxy${
               proxyCount > 1 ? 's' : ''
             } associated successfully.`
           : `${keyCount} API key${keyCount > 1 ? 's' : ''} added successfully.`,
@@ -1120,7 +1120,7 @@ export default function AssociationsTab() {
       });
 
       const label =
-        deleteTarget.kind === 'LlmProvider' ? 'AI provider' : 'LLM proxy';
+        deleteTarget.kind === 'LlmProvider' ? 'AI provider' : 'AI proxy';
       setDeleteTarget(null);
       showSnackbar(`${label} association removed successfully.`, 'success');
     } catch (error) {
@@ -1311,7 +1311,7 @@ export default function AssociationsTab() {
     selectedCount: selectedProxyIds.size,
     pendingKeyCount: linkedProxyKeyPayload.length,
     entityLabel: 'Proxy',
-    defaultLabel: 'Add LLM Proxy',
+    defaultLabel: 'Add AI Proxy',
   });
 
   const managedIsProvider = manageKeysDrawerTarget?.kind === 'LlmProvider';
@@ -1486,7 +1486,7 @@ export default function AssociationsTab() {
 
       <AssociationSelectionDrawer
         open={proxyDrawerOpen}
-        title="Add LLM Proxies"
+        title="Add AI Proxies"
         description="Select proxies and their API keys to associate with this application."
         searchPlaceholder="Search proxies..."
         searchValue={proxyDrawerSearch}
@@ -1496,7 +1496,7 @@ export default function AssociationsTab() {
         isLoading={isProxyDrawerLoading}
         loadError={proxyDrawerLoadError}
         items={filteredOrgProxies}
-        emptyStateText="No LLM proxies found in this organization."
+        emptyStateText="No AI proxies found in this organization."
         emptySearchText="No proxies match your search."
         linkedIds={linkedProxyIds}
         selectedIds={selectedProxyIds}
@@ -1766,7 +1766,7 @@ export default function AssociationsTab() {
       >
         <DialogTitle>
           Remove{' '}
-          {deleteTarget?.kind === 'LlmProvider' ? 'AI Provider' : 'LLM Proxy'}{' '}
+          {deleteTarget?.kind === 'LlmProvider' ? 'AI Provider' : 'AI Proxy'}{' '}
           association
         </DialogTitle>
         <DialogContent>
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTable.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTable.tsx
index 343b25a1e3..4cf666bb54 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTable.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/applications/OverviewTabs/AssociationsTable.tsx
@@ -109,7 +109,7 @@ function renderPrimaryActions(
         startIcon={<Plus size={16} />}
         onClick={() => void onOpenProxyDrawer()}
       >
-        Add LLM Proxy
+        Add AI Proxy
       </Button>
     </Stack>
   );
@@ -274,7 +274,7 @@ export default function AssociationsTable({
                             label={
                               association.kind === 'LlmProvider'
                                 ? 'AI Provider'
-                                : 'LLM Proxy'
+                                : 'AI Proxy'
                             }
                             size="small"
                             variant="outlined"
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ExploreMoreCard.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ExploreMoreCard.tsx
index 93327a4426..437367055a 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ExploreMoreCard.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ExploreMoreCard.tsx
@@ -71,20 +71,20 @@ export default function ExploreMoreCard() {
       ],
     },
     {
-      title: 'App LLM Proxy Management',
-      subtitle: 'Create and operate App LLM Proxies for secure and governed access.',
+      title: 'App AI Proxy Management',
+      subtitle: 'Create and operate App AI Proxies for secure and governed access.',
       icon: Network,
       links: [
         {
-          label: 'App LLM Proxies Overview',
+          label: 'App AI Proxies Overview',
           href: 'https://wso2.com/bijira/docs/ai-workspace/llm-proxies/overview/',
         },
         {
-          label: 'Create a New App LLM Proxy',
+          label: 'Create a New App AI Proxy',
           href: 'https://wso2.com/api-platform/docs/ai-workspace/llm-proxies/configure-proxy/',
         },
         {
-          label: 'Manage Existing App LLM Proxies',
+          label: 'Manage Existing App AI Proxies',
           href: 'https://wso2.com/bijira/docs/ai-workspace/llm-proxies/manage-proxy/',
         },
       ],
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ProxyQuickStartBanner.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ProxyQuickStartBanner.tsx
index a2306c9017..97f2f24580 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ProxyQuickStartBanner.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/projects/ProxyQuickStartBanner.tsx
@@ -326,21 +326,21 @@ export default function ProxyQuickStartBanner() {
     () => [
       {
         id: 'create-proxy',
-        title: 'Create\nApp LLM Proxy',
+        title: 'Create\nApp AI Proxy',
         icon: Plus,
         path: createProxyPath,
         completed: completion.hasProxies,
       },
       {
         id: 'deploy-proxy',
-        title: 'Deploy\nApp LLM Proxy',
+        title: 'Deploy\nApp AI Proxy',
         icon: Rocket,
         path: deployProxyPath,
         completed: completion.hasProxyDeployments,
       },
       {
         id: 'consume-proxy',
-        title: 'Consume\nApp LLM Proxy',
+        title: 'Consume\nApp AI Proxy',
         icon: Package,
         path: consumeProxyPath,
         completed: completion.hasProxyConsumptions,
@@ -458,7 +458,7 @@ export default function ProxyQuickStartBanner() {
                     fontSize: 24,
                   }}
                 >
-                  Expose your 1st App LLM Proxy
+                  Expose your 1st App AI Proxy
                 </Typography>
               </Box>
 
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxiesList.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxiesList.tsx
index 9d9910f14c..73f432e112 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxiesList.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxiesList.tsx
@@ -98,7 +98,7 @@ export default function LLMProxiesList() {
   } = useProxies();
   const { providersResponse } = useLLMProviders();
   const proxies = proxiesResponse.list;
-  const emptyMessage = 'No Available App LLM Proxies';
+  const emptyMessage = 'No Available App AI Proxies';
   const {
     currentProject,
     currentOrganization,
@@ -124,7 +124,7 @@ export default function LLMProxiesList() {
   useEffect(() => {
     const state = location.state as LLMProxyListLocationState;
     if (state?.proxyDeleted) {
-      showSnackbar('Successfully deleted App LLM Proxy.', 'success');
+      showSnackbar('Successfully deleted App AI Proxy.', 'success');
       navigate(location.pathname, { replace: true, state: null });
     }
   }, [location.pathname, location.state, navigate, showSnackbar]);
@@ -190,11 +190,11 @@ export default function LLMProxiesList() {
     if (!deleteTarget) return;
     try {
       await deleteProxy(deleteTarget.id);
-      showSnackbar('Successfully deleted App LLM Proxy.', 'success');
+      showSnackbar('Successfully deleted App AI Proxy.', 'success');
       setDeleteTarget(null);
     } catch (error) {
       showSnackbar(
-        getErrorDescription(error, 'Failed to delete App LLM Proxy.'),
+        getErrorDescription(error, 'Failed to delete App AI Proxy.'),
         'error'
       );
       setDeleteTarget(null);
@@ -211,7 +211,7 @@ export default function LLMProxiesList() {
 
   const isProxyQuotaReached = false;
   const proxyQuotaTooltip =
-    'You cannot create more App LLM Proxies because your organization has reached the maximum limit of 5 proxies.';
+    'You cannot create more App AI Proxies because your organization has reached the maximum limit of 5 proxies.';
   const createProxyButtonSx = {
     opacity: isProxyQuotaReached ? 0.55 : 1,
     '&.Mui-disabled': {
@@ -236,9 +236,9 @@ export default function LLMProxiesList() {
               }}
             >
               <PageTitle sx={{ minWidth: 0, flex: 1 }}>
-                <PageTitle.Header>App LLM Proxies</PageTitle.Header>
+                <PageTitle.Header>App AI Proxies</PageTitle.Header>
                 <PageTitle.SubHeader>
-                  Manage and monitor your App LLM Proxy deployments.
+                  Manage and monitor your App AI Proxy deployments.
                 </PageTitle.SubHeader>
               </PageTitle>
 
@@ -258,7 +258,7 @@ export default function LLMProxiesList() {
                         disabled={isProxyQuotaReached}
                         sx={createProxyButtonSx}
                       >
-                        Create App LLM Proxy
+                        Create App AI Proxy
                       </Button>
                     </Box>
                   </Tooltip>
@@ -277,7 +277,7 @@ export default function LLMProxiesList() {
                     <FormattedMessage
                       id="aiWorkspace.pages.appShell.appShellPages.proxies.LLMProxiesList.llm.proxies.are.created.and.managed.at.the.project.level"
                       defaultMessage={
-                        'App LLM Proxies are created and managed at the project level.'
+                        'App AI Proxies are created and managed at the project level.'
                       }
                     />
                   </Typography>
@@ -378,7 +378,7 @@ export default function LLMProxiesList() {
                 <Typography variant="h6" sx={{ fontWeight: 700 }}>
                   <FormattedMessage
                     id="aiWorkspace.pages.appShell.appShellPages.proxies.LLMProxiesList.create.your.first.llm.proxy"
-                    defaultMessage={'Create your first App LLM Proxy'}
+                    defaultMessage={'Create your first App AI Proxy'}
                   />
                 </Typography>
                 <Typography
@@ -389,7 +389,7 @@ export default function LLMProxiesList() {
                   <FormattedMessage
                     id="aiWorkspace.pages.appShell.appShellPages.proxies.LLMProxiesList.setup.an.llm.proxy.description"
                     defaultMessage={
-                      'Set up an App LLM Proxy to route model traffic and manage AI access across your applications.'
+                      'Set up an App AI Proxy to route model traffic and manage AI access across your applications.'
                     }
                   />
                 </Typography>
@@ -403,7 +403,7 @@ export default function LLMProxiesList() {
                       disabled={isProxyQuotaReached}
                       sx={createProxyButtonSx}
                     >
-                      Create App LLM Proxy
+                      Create App AI Proxy
                     </Button>
                   </Box>
                 </Tooltip>
@@ -415,7 +415,7 @@ export default function LLMProxiesList() {
             <Grid size={{ xs: 12 }}>
               <TextField
                 fullWidth
-                placeholder="Search App LLM Proxies..."
+                placeholder="Search App AI Proxies..."
                 value={searchQuery}
                 onChange={(event) => setSearchQuery(event.target.value)}
                 slotProps={{
@@ -451,7 +451,7 @@ export default function LLMProxiesList() {
                             <Typography variant="body2" color="text.secondary">
                               <FormattedMessage
                                 id="aiWorkspace.pages.appShell.appShellPages.proxies.LLMProxiesList.no.llm.proxies.found"
-                                defaultMessage={'No App LLM Proxies found.'}
+                                defaultMessage={'No App AI Proxies found.'}
                               />
                             </Typography>
                           </TableCell>
@@ -547,7 +547,7 @@ export default function LLMProxiesList() {
         open={Boolean(deleteTarget)}
         onClose={() => setDeleteTarget(null)}
       >
-        <DialogTitle>Delete App LLM Proxy</DialogTitle>
+        <DialogTitle>Delete App AI Proxy</DialogTitle>
         <DialogContent>
           <DialogContentText>
             Are you sure you want to delete {deleteTarget?.name}?
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxiesSummaryCardSection.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxiesSummaryCardSection.tsx
index 48c6304628..259e1dd7ee 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxiesSummaryCardSection.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxiesSummaryCardSection.tsx
@@ -96,7 +96,7 @@ export default function LLMProxiesSummaryCardSection({
 
       {!isEmptyState ? (
         <CardHeader
-          title="App LLM Proxies"
+          title="App AI Proxies"
           subheader={
             isLoading
               ? 'Loading…'
@@ -189,7 +189,7 @@ export default function LLMProxiesSummaryCardSection({
             <Typography variant="h6" sx={{ fontWeight: 700 }}>
               <FormattedMessage
                 id="aiWorkspace.pages.appShell.appShellPages.overview.Overview.create.your.first.llm.proxy"
-                defaultMessage={'Create your first App LLM Proxy'}
+                defaultMessage={'Create your first App AI Proxy'}
               />
             </Typography>
             <Typography
@@ -200,7 +200,7 @@ export default function LLMProxiesSummaryCardSection({
               <FormattedMessage
                 id="aiWorkspace.pages.appShell.appShellPages.overview.Overview.create.your.first.llm.proxy.description"
                 defaultMessage={
-                  'Set up an App LLM Proxy to route model traffic and manage AI access across your applications.'
+                  'Set up an App AI Proxy to route model traffic and manage AI access across your applications.'
                 }
               />
             </Typography>
@@ -212,7 +212,7 @@ export default function LLMProxiesSummaryCardSection({
             >
               <FormattedMessage
                 id="aiWorkspace.pages.appShell.appShellPages.overview.Overview.create.llm.proxy"
-                defaultMessage={'Create App LLM Proxy'}
+                defaultMessage={'Create App AI Proxy'}
               />
             </Button>
           </Stack>
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyDeploy.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyDeploy.tsx
index 3bfb340126..bd28db09ca 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyDeploy.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyDeploy.tsx
@@ -50,7 +50,7 @@ function LLMProxyDeployContent() {
         startIcon={<ChevronLeft size={24} />}
         onClick={() => navigate(-1)}
       >
-        Back to App LLM Proxy
+        Back to App AI Proxy
       </Button>
 
       <GatewayDeployProvider
@@ -68,7 +68,7 @@ function LLMProxyDeployContent() {
           <Typography variant="subtitle2">
             <FormattedMessage
               id="aiWorkspace.pages.appShell.appShellPages.proxies.LLMProxyDeploy.deploy.llm.proxy.to.your.gateways"
-              defaultMessage={'Deploy App LLM Proxy to your Gateways'}
+              defaultMessage={'Deploy App AI Proxy to your Gateways'}
             />
           </Typography>
           {proxy?.readOnly && (
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyDeploymentsCard.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyDeploymentsCard.tsx
index 32fe6fea8c..46f1341725 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyDeploymentsCard.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyDeploymentsCard.tsx
@@ -259,7 +259,7 @@ export default function LLMProxyDeploymentsCard() {
               <FormattedMessage
                 id="aiWorkspace.pages.appShell.appShellPages.proxies.LLMProxyDeploymentsCard.start.using.this.llm.proxy"
                 defaultMessage={
-                  'Start using this App LLM Proxy'
+                  'Start using this App AI Proxy'
                 }
               />
             </Typography>
@@ -347,7 +347,7 @@ export default function LLMProxyDeploymentsCard() {
             <Typography variant="h6" sx={{ mb: 1.5, fontWeight: 600 }}>
               <FormattedMessage
                 id="aiWorkspace.pages.appShell.appShellPages.proxies.LLMProxyDeploymentsCard.api.keys"
-                defaultMessage={'App LLM Proxy Keys'}
+                defaultMessage={'App AI Proxy Keys'}
               />
             </Typography>
             <Stack spacing={2}>
@@ -368,7 +368,7 @@ export default function LLMProxyDeploymentsCard() {
                     <FormattedMessage
                       id="aiWorkspace.pages.appShell.appShellPages.proxies.LLMProxyDeploymentsCard.generate.an.api.key"
                       defaultMessage={
-                        'Generate an App LLM Proxy key to authenticate requests to deployed gateways'
+                        'Generate an App AI Proxy key to authenticate requests to deployed gateways'
                       }
                     />
                   </Typography>
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyNew.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyNew.tsx
index 75aa13158e..29aa84e37b 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyNew.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyNew.tsx
@@ -559,7 +559,7 @@ function LLMProxyNewContent({
           <PageTitle.Header>
             <FormattedMessage
               id="aiWorkspace.pages.appShell.appShellPages.proxies.LLMProxyNew.create.llm.proxy"
-              defaultMessage="Create App LLM Proxy"
+              defaultMessage="Create App AI Proxy"
             />
           </PageTitle.Header>
         </PageTitle>
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyOverview.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyOverview.tsx
index 09d88c6e5f..176dce3485 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyOverview.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyOverview.tsx
@@ -184,7 +184,7 @@ function ProxyOverviewContent() {
   useEffect(() => {
     const state = location.state as LLMProxyOverviewLocationState;
     if (state?.proxyAdded) {
-      showSnackbar('Successfully created App LLM Proxy.', 'success');
+      showSnackbar('Successfully created App AI Proxy.', 'success');
       navigate(location.pathname, { replace: true, state: null });
     }
   }, [location.pathname, location.state, navigate, showSnackbar]);
@@ -260,7 +260,7 @@ function ProxyOverviewContent() {
       });
     } catch (err) {
       showSnackbar(
-        getErrorDescription(err, 'Failed to delete App LLM Proxy.'),
+        getErrorDescription(err, 'Failed to delete App AI Proxy.'),
         'error'
       );
     } finally {
@@ -555,7 +555,7 @@ function ProxyOverviewContent() {
         open={deleteDialogOpen}
         onClose={() => setDeleteDialogOpen(false)}
       >
-        <DialogTitle>Delete App LLM Proxy</DialogTitle>
+        <DialogTitle>Delete App AI Proxy</DialogTitle>
         <DialogContent>
           <DialogContentText>
             Are you sure you want to delete <strong>{proxy.displayName}</strong>? This
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyOverviewTab.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyOverviewTab.tsx
index 61f4e689fb..10af28343f 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyOverviewTab.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/proxies/LLMProxyOverviewTab.tsx
@@ -651,7 +651,7 @@ export default function LLMProxyOverviewTab() {
                   <Typography variant="h6" sx={{ mb: 1.5, fontWeight: 600 }}>
                     <FormattedMessage
                       id="aiWorkspace.pages.appShell.appShellPages.proxies.LLMProxyOverviewTab.api.keys"
-                      defaultMessage={'App LLM Proxy Keys'}
+                      defaultMessage={'App AI Proxy Keys'}
                     />
                   </Typography>
                   <Stack spacing={2}>
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/manageGatewaysOption.ts b/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/manageGatewaysOption.ts
index d7dec3b4d8..b66b0791b8 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/manageGatewaysOption.ts
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/quickStart/manageGatewaysOption.ts
@@ -43,7 +43,7 @@ export function getManageGatewaysOption(getNextPath: () => string): QuickStartOp
       {
         title: 'Prepare for deployments',
         description:
-          'Make the gateway available for App LLM Proxies, providers, and MCP proxy deployments.',
+          'Make the gateway available for App AI Proxies, providers, and MCP proxy deployments.',
       },
     ],
     accentColor: '#C96B00',
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ProvidersList.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ProvidersList.tsx
index 6478b29b2e..2c13347563 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ProvidersList.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ProvidersList.tsx
@@ -190,7 +190,7 @@ export default function ServiceProviders() {
   ) => {
     if (!currentOrganization?.uuid) {
       showSnackbar(
-        'Unable to verify App LLM Proxy usage because organization details are unavailable.',
+        'Unable to verify App AI Proxy usage because organization details are unavailable.',
         'error'
       );
       return;
@@ -218,7 +218,7 @@ export default function ServiceProviders() {
       setDeleteConfirmationInput('');
     } catch {
       showSnackbar(
-        'Failed to verify App LLM Proxy usage for this provider. Deletion has been blocked. Please try again.',
+        'Failed to verify App AI Proxy usage for this provider. Deletion has been blocked. Please try again.',
         'error'
       );
     } finally {
diff --git a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderOverview.tsx b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderOverview.tsx
index e657192aa4..21006bbfba 100644
--- a/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderOverview.tsx
+++ b/portals/ai-workspace/src/pages/appShell/appShellPages/serviceProvider/ServiceProviderOverview.tsx
@@ -490,7 +490,7 @@ function ServiceProviderOverviewContent() {
 
   const isProxyQuotaReached = false;
   const proxyQuotaTooltip =
-    'You cannot create more App LLM Proxies because your organization has reached the maximum limit of 5 proxies.';
+    'You cannot create more App AI Proxies because your organization has reached the maximum limit of 5 proxies.';
   const isReadOnlyProvider = Boolean(provider?.readOnly);
   const createProxyTooltip = isProxyQuotaReached ? proxyQuotaTooltip : '';
 
@@ -567,7 +567,7 @@ function ServiceProviderOverviewContent() {
   ) => {
     if (!currentOrganization?.uuid) {
       showSnackbar(
-        'Unable to verify App LLM Proxy usage because organization details are unavailable.',
+        'Unable to verify App AI Proxy usage because organization details are unavailable.',
         'error'
       );
       return;
@@ -595,7 +595,7 @@ function ServiceProviderOverviewContent() {
       setDeleteConfirmationInput('');
     } catch {
       showSnackbar(
-        'Failed to verify App LLM Proxy usage for this provider. Deletion has been blocked. Please try again.',
+        'Failed to verify App AI Proxy usage for this provider. Deletion has been blocked. Please try again.',
         'error'
       );
     } finally {
@@ -945,12 +945,12 @@ function ServiceProviderOverviewContent() {
       <DialogTitle>
         <FormattedMessage
           id="aiWorkspace.pages.appShell.appShellPages.serviceProvider.ServiceProviderOverview.projectPicker.title"
-          defaultMessage="Create App LLM Proxy"
+          defaultMessage="Create App AI Proxy"
         />
         <Typography variant="body2" color="text.secondary">
           <FormattedMessage
             id="aiWorkspace.pages.appShell.appShellPages.serviceProvider.ServiceProviderOverview.projectPicker.description"
-            defaultMessage="Select a project to continue creating the App LLM Proxy."
+            defaultMessage="Select a project to continue creating the App AI Proxy."
           />
         </Typography>
       </DialogTitle>
@@ -1229,7 +1229,7 @@ function ServiceProviderOverviewContent() {
                     >
                       <FormattedMessage
                         id="aiWorkspace.pages.appShell.appShellPages.serviceProvider.ServiceProviderOverview.create.llm.proxy"
-                        defaultMessage="Create App LLM Proxy"
+                        defaultMessage="Create App AI Proxy"
                       />
                     </Button>
                   </Box>
@@ -1534,7 +1534,7 @@ function ServiceProviderOverviewContent() {
                   >
                     <FormattedMessage
                       id="aiWorkspace.pages.appShell.appShellPages.serviceProvider.ServiceProviderOverview.create.llm.proxy"
-                      defaultMessage="Create App LLM Proxy"
+                      defaultMessage="Create App AI Proxy"
                     />
                   </Button>
                 </DisabledActionTooltip>