diff --git a/common/constants.ts b/common/constants.ts
index e52e4028..d55b6019 100644
--- a/common/constants.ts
+++ b/common/constants.ts
@@ -442,18 +442,10 @@ export const QUERY_PRESETS = [
     name: 'Basic k-NN',
     query: customStringify(KNN_QUERY),
   },
-  {
-    name: `${WORKFLOW_TYPE.SEMANTIC_SEARCH} (neural)`,
-    query: customStringify(SEMANTIC_SEARCH_QUERY_NEURAL),
-  },
   {
     name: WORKFLOW_TYPE.MULTIMODAL_SEARCH,
     query: customStringify(MULTIMODAL_SEARCH_QUERY_BOOL),
   },
-  {
-    name: `${WORKFLOW_TYPE.MULTIMODAL_SEARCH} (neural)`,
-    query: customStringify(MULTIMODAL_SEARCH_QUERY_NEURAL),
-  },
   {
     name: `Hybrid search (match & k-NN queries)`,
     query: customStringify(HYBRID_SEARCH_QUERY_MATCH_KNN),
@@ -462,10 +454,6 @@ export const QUERY_PRESETS = [
     name: `Hybrid search (match & term queries)`,
     query: customStringify(HYBRID_SEARCH_QUERY_MATCH_TERM),
   },
-  {
-    name: `Hybrid search (match & neural queries)`,
-    query: customStringify(HYBRID_SEARCH_QUERY_MATCH_NEURAL),
-  },
 ] as QueryPreset[];
 
 /**
diff --git a/documentation/tutorial.md b/documentation/tutorial.md
index d511d6ae..c70106b3 100644
--- a/documentation/tutorial.md
+++ b/documentation/tutorial.md
@@ -1,4 +1,4 @@
-The following tutorial is an accurate representation of the experimental OpenSearch Flow OSD Plugin as of 11/27/2024, based on OSD 2.18.
+The following tutorial is an accurate representation of the OpenSearch Flow OSD Plugin as of 12/30/2024, based on OSD 2.18.
 
 Changelog:
 
diff --git a/public/general_components/experimental_badge.tsx b/public/general_components/experimental_badge.tsx
deleted file mode 100644
index b1d098d0..00000000
--- a/public/general_components/experimental_badge.tsx
+++ /dev/null
@@ -1,64 +0,0 @@
-/*
- * Copyright OpenSearch Contributors
- * SPDX-License-Identifier: Apache-2.0
- */
-
-import React, { useState } from 'react';
-import {
-  EuiBetaBadge,
-  EuiPopover,
-  EuiPopoverFooter,
-  EuiPopoverTitle,
-  EuiSmallButton,
-  EuiText,
-  PopoverAnchorPosition,
-} from '@elastic/eui';
-import { GITHUB_FEEDBACK_LINK } from '../../common';
-
-interface ExperimentalBadgeProps {
-  popoverEnabled: boolean;
-  popoverAnchorPosition?: PopoverAnchorPosition;
-}
-
-/**
- * Experimental/beta badge with an optional popover for users to provide feedback
- */
-export function ExperimentalBadge(props: ExperimentalBadgeProps) {
-  const [popoverOpen, setPopoverOpen] = useState<boolean>(false);
-
-  return props.popoverEnabled ? (
-    <EuiPopover
-      button={
-        <EuiBetaBadge
-          size="m"
-          label=""
-          iconType={'beaker'}
-          onClick={() => setPopoverOpen(!popoverOpen)}
-        />
-      }
-      isOpen={popoverOpen}
-      closePopover={() => setPopoverOpen(false)}
-      panelPaddingSize="s"
-      anchorPosition={props.popoverAnchorPosition || 'downCenter'}
-    >
-      <EuiPopoverTitle>EXPERIMENTAL FEATURE</EuiPopoverTitle>
-      <EuiText style={{ width: '400px' }}>
-        {`OpenSearch Flow is experimental and should not be used in a\n
-        production environment.`}
-      </EuiText>
-      <EuiPopoverFooter>
-        <EuiSmallButton
-          fill={false}
-          href={GITHUB_FEEDBACK_LINK}
-          iconSide="right"
-          iconType="popout"
-          target="_blank"
-        >
-          Provide feedback on GitHub
-        </EuiSmallButton>
-      </EuiPopoverFooter>
-    </EuiPopover>
-  ) : (
-    <EuiBetaBadge label="" iconType={'beaker'} />
-  );
-}
diff --git a/public/general_components/index.ts b/public/general_components/index.ts
index ed0d4957..2e9241f8 100644
--- a/public/general_components/index.ts
+++ b/public/general_components/index.ts
@@ -5,7 +5,6 @@
 
 export { MultiSelectFilter } from './multi_select_filter';
 export { ProcessorsTitle } from './processors_title';
-export { ExperimentalBadge } from './experimental_badge';
 export { QueryParamsList } from './query_params_list';
 export { JsonPathExamplesTable } from './jsonpath_examples_table';
 export * from './results';
diff --git a/public/general_components/service_card/plugin_card.tsx b/public/general_components/service_card/plugin_card.tsx
index 43dee810..62f8f6d9 100644
--- a/public/general_components/service_card/plugin_card.tsx
+++ b/public/general_components/service_card/plugin_card.tsx
@@ -16,7 +16,6 @@ import { PLUGIN_ID } from '../../../common';
 import { ContentManagementPluginStart } from '../../../../../src/plugins/content_management/public';
 import { CoreStart } from '../../../../../src/core/public';
 import pluginIcon from './icon.svg';
-import { ExperimentalBadge } from '../experimental_badge';
 
 const HEADER_TEXT = 'Design and test your search solutions with ease';
 const DESCRIPTION_TEXT =
@@ -67,12 +66,6 @@ export const registerPluginCard = (
                 </h3>
               </EuiTitle>
             </EuiFlexItem>
-            <EuiFlexItem grow={false}>
-              <ExperimentalBadge
-                popoverEnabled={true}
-                popoverAnchorPosition="upLeft"
-              />
-            </EuiFlexItem>
           </EuiFlexGroup>
         );
       },
diff --git a/public/pages/workflow_detail/components/header.tsx b/public/pages/workflow_detail/components/header.tsx
index 4f6e4952..ca1edd29 100644
--- a/public/pages/workflow_detail/components/header.tsx
+++ b/public/pages/workflow_detail/components/header.tsx
@@ -54,7 +54,6 @@ import { MountPoint } from '../../../../../../src/core/public';
 import { getWorkflow, updateWorkflow, useAppDispatch } from '../../../store';
 import { useFormikContext } from 'formik';
 import { isEmpty, isEqual } from 'lodash';
-import { ExperimentalBadge } from '../../../general_components';
 
 interface WorkflowDetailHeaderProps {
   workflow?: Workflow;
@@ -333,14 +332,6 @@ export function WorkflowDetailHeader(props: WorkflowDetailHeaderProps) {
           <HeaderControl
             setMountPoint={setAppRightControls}
             controls={[
-              {
-                renderComponent: (
-                  <ExperimentalBadge
-                    popoverEnabled={true}
-                    popoverAnchorPosition="downLeft"
-                  />
-                ),
-              },
               {
                 text: `Last saved: ${workflowLastUpdated}`,
                 color: 'subdued',
@@ -415,10 +406,6 @@ export function WorkflowDetailHeader(props: WorkflowDetailHeaderProps) {
               <EuiText color="subdued" size="s">
                 {`Last saved: ${workflowLastUpdated}`}
               </EuiText>,
-              <ExperimentalBadge
-                popoverEnabled={true}
-                popoverAnchorPosition="downLeft"
-              />,
             ]}
             bottomBorder={false}
             rightSideGroupProps={{
diff --git a/public/pages/workflows/workflows.tsx b/public/pages/workflows/workflows.tsx
index ff139ce0..224f8b64 100644
--- a/public/pages/workflows/workflows.tsx
+++ b/public/pages/workflows/workflows.tsx
@@ -42,7 +42,6 @@ import {
 } from '../../services';
 import { prettifyErrorMessage } from '../../../common/utils';
 import { DataSourceOption } from '../../../../../src/plugins/data_source_management/public/components/data_source_menu/types';
-import { ExperimentalBadge } from '../../general_components';
 import { TopNavControlData } from '../../../../../src/plugins/navigation/public';
 
 export interface WorkflowsRouterProps {}
@@ -217,22 +216,6 @@ export function Workflows(props: WorkflowsProps) {
     }, [getSavedObjectsClient, getNotifications(), props.setActionMenu]);
   }
 
-  const experimentalBadgeInHeader = (
-    <HeaderControl
-      setMountPoint={setAppCenterControls}
-      controls={[
-        {
-          renderComponent: (
-            <ExperimentalBadge
-              popoverEnabled={true}
-              popoverAnchorPosition="downLeft"
-            />
-          ),
-        } as TopNavControlData,
-      ]}
-    />
-  );
-
   const DESCRIPTION = `Design, experiment, and prototype your solutions with ${PLUGIN_NAME}. Build your search and last mile 
   ingestion flows with a visual interface. Experiment with different configurations with prototyping tools and launch them 
   into your environment.`;
@@ -254,12 +237,6 @@ export function Workflows(props: WorkflowsProps) {
             <h1>{PLUGIN_NAME}</h1>
           </EuiText>
         </EuiFlexItem>
-        <EuiFlexItem grow={false}>
-          <ExperimentalBadge
-            popoverEnabled={true}
-            popoverAnchorPosition="downLeft"
-          />
-        </EuiFlexItem>
       </EuiFlexGroup>
       <EuiText color="subdued">{DESCRIPTION}</EuiText>
     </EuiFlexGroup>
@@ -275,7 +252,6 @@ export function Workflows(props: WorkflowsProps) {
         />
       )}
       {dataSourceEnabled && renderDataSourceComponent}
-      {USE_NEW_HOME_PAGE && experimentalBadgeInHeader}
       <EuiPage>
         <EuiPageBody>
           <EuiPageHeader