diff --git a/.github/workflows/pr_check_workflow.yml b/.github/workflows/pr_check_workflow.yml
index 9d9ed4a9dd28..4f1d88060cce 100644
--- a/.github/workflows/pr_check_workflow.yml
+++ b/.github/workflows/pr_check_workflow.yml
@@ -23,9 +23,11 @@ env:
 jobs:
   build-lint-test:
     runs-on: ubuntu-latest
+    container:
+      image: docker://opensearchstaging/ci-runner:ci-runner-rockylinux8-opensearch-dashboards-integtest-v2
+      options: --user 1001
     name: Build and Verify
     steps:
-
       - name: Checkout code
         uses: actions/checkout@v2
 
@@ -61,6 +63,9 @@ jobs:
 
   functional-tests:
     runs-on: ubuntu-latest
+    container:
+      image: docker://opensearchstaging/ci-runner:ci-runner-rockylinux8-opensearch-dashboards-integtest-v2
+      options: --user 1001
     name: Run functional tests
     strategy: 
       matrix:
@@ -82,9 +87,9 @@ jobs:
           npm uninstall -g yarn
           npm i -g yarn@1.22.10
 
-      # github virtual env is the latest chrome
+      # image has the latest chrome v99
       - name: Setup chromedriver
-        run: yarn add --dev chromedriver@100.0.0
+        run: yarn add --dev chromedriver@99.0.0
 
       - name: Run bootstrap
         run: yarn osd bootstrap
@@ -100,3 +105,126 @@ jobs:
           CI_PARALLEL_PROCESS_NUMBER: ciGroup${{ matrix.group }}
           JOB: ci${{ matrix.group }}
           CACHE_DIR: ciGroup${{ matrix.group }}
+
+  build-min-artifact-tests:
+    runs-on: ubuntu-latest
+    container:
+      image: docker://opensearchstaging/ci-runner:ci-runner-rockylinux8-opensearch-dashboards-integtest-v2
+      options: --user 1001
+    name: Build min release artifacts
+    defaults:
+      run:
+        working-directory: ./artifacts
+    strategy: 
+      matrix:
+        include:
+          - name: Linux x64
+            ext: tar.gz
+            suffix: linux-x64
+            script: build-platform --linux --skip-os-packages
+          - name: Linux ARM64
+            ext: tar.gz
+            suffix: linux-arm64
+            script: build-platform --linux-arm --skip-os-packages
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v2
+        with:
+          path: ./artifacts
+
+      - name: Setup Node
+        uses: actions/setup-node@v2
+        with:
+          node-version-file: "./artifacts/.nvmrc"
+          registry-url: 'https://registry.npmjs.org'
+
+      - name: Setup Yarn
+        run: |
+          npm uninstall -g yarn
+          npm i -g yarn@1.22.10
+
+      - name: Get package version
+        run: |
+          echo "VERSION=$(yarn --silent pkg-version)" >> $GITHUB_ENV
+
+      - name: Get artifact build name
+        run: |
+          echo "ARTIFACT_BUILD_NAME=opensearch-dashboards-${{ env.VERSION }}-${{ matrix.suffix }}.${{ matrix.ext }}" >> $GITHUB_ENV
+
+      - name: Run bootstrap
+        run: yarn osd bootstrap
+
+      - name: Build `${{ matrix.name }}`
+        run: yarn ${{ matrix.script }} --release
+
+      - uses: actions/upload-artifact@v3
+        if: success()
+        with:
+          name: ${{ matrix.suffix }}-${{ env.VERSION }}
+          path: ./artifacts/target/${{ env.ARTIFACT_BUILD_NAME }}
+          retention-days: 1
+    
+  bwc-tests:
+    needs: [ build-min-artifact-tests ]
+    runs-on: ubuntu-latest
+    container:
+      image: docker://opensearchstaging/ci-runner:ci-runner-rockylinux8-opensearch-dashboards-integtest-v2
+      options: --user 1001
+    name: Run backwards compatibility tests
+    defaults:
+      run:
+        working-directory: ./artifacts
+    strategy: 
+      matrix:
+        version: [ osd-1.3.2 ]
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v2
+        with:
+          path: ./artifacts
+
+      - run: echo Running backwards compatibility tests for version ${{ matrix.version }}
+      - run: echo [NOTE] These tests will be ran using Linux x64 release builds without security
+
+      - name: Setup Node
+        uses: actions/setup-node@v2
+        with:
+          node-version-file: "./artifacts/.nvmrc"
+          registry-url: 'https://registry.npmjs.org'
+
+      - name: Setup Yarn
+        run: |
+          npm uninstall -g yarn
+          npm i -g yarn@1.22.10
+
+      - name: Get package version
+        run: |
+          echo "VERSION=$(yarn --silent pkg-version)" >> $GITHUB_ENV
+
+      - name: Set OpenSearch URL
+        run: |
+          echo "OPENSEARCH_URL=https://ci.opensearch.org/ci/dbc/distribution-build-opensearch/${{ env.VERSION }}/latest/linux/x64/tar/dist/opensearch/opensearch-${{ env.VERSION }}-linux-x64.tar.gz" >> $GITHUB_ENV
+
+      - name: Verify if OpenSearch is available for version
+        id: verify-opensearch-exists
+        run: |
+          if curl -I -L ${{ env.OPENSEARCH_URL }}; then
+            echo "::set-output name=version-exists::true"
+          fi
+      
+      - name: Skipping tests
+        if: steps.verify-opensearch-exists.outputs.version-exists != 'true'
+        run: echo Tests were skipped because an OpenSearch release build does not exist for this version yet!
+    
+      - name: Download OpenSearch Dashboards
+        uses: actions/download-artifact@v3
+        id: download
+        with:
+          name: linux-x64-${{ env.VERSION }}
+          path: ./artifacts/
+        if: steps.verify-opensearch-exists.outputs.version-exists == 'true'
+
+      - name: Run tests
+        if: steps.verify-opensearch-exists.outputs.version-exists == 'true'
+        run: |
+          yarn test:bwc -s false -o ${{ env.OPENSEARCH_URL }} -d ${{ steps.download.outputs.download-path }}/opensearch-dashboards-${{ env.VERSION }}-linux-x64.tar.gz -v ${{ matrix.version }}
diff --git a/TESTING.md b/TESTING.md
index daffd6065dd5..15c2792d3307 100644
--- a/TESTING.md
+++ b/TESTING.md
@@ -67,6 +67,12 @@ To run specific versions' backwards compatibility tests, pass the versions to th
 
 `yarn test:bwc -o [test path to opensearch.tar.gz] -d [test path to opensearch-dashboards.tar.gz] -v "[test versions]"`
 
+To generate test data that will be utilized for backwards compatibility tests:
+
+`yarn test:bwc -o [test path to opensearch.tar.gz] -d [test path to opensearch-dashboards.tar.gz] -g true`
+
+This will create an archive of the data based on the OpenSearch Dashboards version you have provided. For example, if a tarball of 2.0.0 was passed then an `osd-2.0.0.zip` will be created. This command is intended to be executed when needed per a version. For example, when end-users cannot migrate directly from `vPrevious` to `vNext`. If `osd-vCurrent.zip` does not exist, then this command be ran and the output sourced controlled for future use.
+
 ### Additional checks
 Make sure you run lint checker before submitting a pull request. To run lint checker:
 `node scripts/precommit_hook.js --fix`
diff --git a/bwctest.sh b/bwctest.sh
index 25ba57d52720..fc673ed1e1de 100755
--- a/bwctest.sh
+++ b/bwctest.sh
@@ -13,7 +13,7 @@
 
 set -e
 
-DEFAULT_VERSIONS="osd-1.1.0,odfe-1.13.2,odfe-1.0.2"
+DEFAULT_VERSIONS="osd-1.3.2,"
 
 function usage() {
     echo ""
@@ -75,6 +75,7 @@ done
 [ -z "$SECURITY_ENABLED" ] && SECURITY_ENABLED="false"
 [ -z "$CREDENTIAL" ] && CREDENTIAL="admin:admin"
 [ -z "$CI" ] && CI=1
+[ -z "$BWC_VERSIONS" ] && BWC_VERSIONS=$DEFAULT_VERSIONS
 
 # If no OpenSearch build was passed then this constructs the version
 if [ -z "$OPENSEARCH" ]; then
@@ -96,4 +97,4 @@ if [ -z "$OPENSEARCH" ]; then
     OPENSEARCH="https://ci.opensearch.org/ci/dbc/distribution-build-opensearch/$VERSION/latest/$PLATFORM/$ARCH/tar/dist/opensearch/opensearch-$VERSION-$PLATFORM-$ARCH.tar.gz"
 fi
 
-source scripts/bwctest_osd.sh -b $BIND_ADDRESS -p $BIND_PORT -s $SECURITY_ENABLED -c $CREDENTIAL -o $OPENSEARCH -d $DASHBOARDS -v $DEFAULT_VERSIONS
+source scripts/bwctest_osd.sh -b $BIND_ADDRESS -p $BIND_PORT -s $SECURITY_ENABLED -c $CREDENTIAL -o $OPENSEARCH -d $DASHBOARDS -v $BWC_VERSIONS
diff --git a/cypress/integration/with-security/check_loaded_data.js b/cypress/integration/with-security/check_loaded_data.js
index cd173e4a90ba..ec4b1331b8ce 100644
--- a/cypress/integration/with-security/check_loaded_data.js
+++ b/cypress/integration/with-security/check_loaded_data.js
@@ -47,7 +47,9 @@ describe('check previously loaded data', () => {
         .get('[data-test-subj="dashboardListingTitleLink-[Flights]-Global-Flight-Dashboard"]')
         .click();
       commonUI.removeAllFilters();
-      commonUI.setDateRange('Dec 1, 2021 @ 00:00:00.000', 'Nov 1, 2021 @ 00:00:00.000');
+      commonUI.setDateRange(
+        `Dec 31, ${new Date().getFullYear()} @ 00:00:00.000', 'Nov 1, 2016 @ 00:00:00.000`
+      );
     });
 
     it('Global Flight Dashboard is loaded and funtions correctly', () => {
@@ -77,7 +79,9 @@ describe('check previously loaded data', () => {
         .get('[data-test-subj="dashboardListingTitleLink-[eCommerce]-Revenue-Dashboard"]')
         .click();
       commonUI.removeAllFilters();
-      commonUI.setDateRange('Nov 1, 2021 @ 00:00:00.000', 'Nov 1, 2016 @ 00:00:00.000');
+      commonUI.setDateRange(
+        `Dec 31, ${new Date().getFullYear()} @ 00:00:00.000', 'Nov 1, 2016 @ 00:00:00.000`
+      );
     });
 
     it('eCommerce Revenue Dashboard is loaded and functions correctly', () => {
diff --git a/cypress/integration/with-security/helpers/generate_data.js b/cypress/integration/with-security/helpers/generate_data.js
new file mode 100755
index 000000000000..0790c8c771b5
--- /dev/null
+++ b/cypress/integration/with-security/helpers/generate_data.js
@@ -0,0 +1,86 @@
+/*
+ * Copyright OpenSearch Contributors
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+import {
+  MiscUtils,
+  LoginPage,
+} from '@opensearch-dashboards-test/opensearch-dashboards-test-library';
+
+const miscUtils = new MiscUtils(cy);
+const loginPage = new LoginPage(cy);
+
+describe('Generating BWC test data with security', () => {
+  beforeEach(() => {
+    miscUtils.visitPage('app/management/opensearch-dashboards/settings');
+    loginPage.enterUserName('admin');
+    loginPage.enterPassword('admin');
+    loginPage.submit();
+  });
+
+  afterEach(() => {
+    cy.clearCookies();
+  });
+
+  it('tenant-switch-modal page should show and be clicked', () => {
+    cy.get('[data-test-subj="tenant-switch-modal"]');
+    cy.get('[data-test-subj="confirm"]').click();
+  });
+
+  it('adds advanced settings', () => {
+    miscUtils.visitPage('app/management/opensearch-dashboards/settings');
+    cy.get('[data-test-subj="advancedSetting-editField-theme:darkMode"]').click();
+    cy.get('[data-test-subj="advancedSetting-editField-timeline:default_columns"]').type(
+      '{selectAll}4'
+    );
+    cy.get('[data-test-subj="advancedSetting-editField-timeline:max_buckets"]').type(
+      '{selectAll}4'
+    );
+    cy.get('[data-test-subj="advancedSetting-editField-defaultRoute"]')
+      .clear()
+      .type('/app/opensearch_dashboards_overview#/');
+    cy.get('[data-test-subj="advancedSetting-saveButton"]').click({ force: true });
+    cy.reload();
+  });
+
+  it('adds sample data', () => {
+    miscUtils.addSampleData();
+  });
+
+  it('adds filters and queries', () => {
+    miscUtils.visitPage('app/dashboards#');
+    cy.get('[data-test-subj="dashboardListingTitleLink-[Logs]-Web-Traffic"]').click();
+    cy.get('[data-test-subj="queryInput"]').clear().type('resp=200');
+    cy.get('[data-test-subj="addFilter"]').click();
+    cy.get('[data-test-subj="filterFieldSuggestionList"]')
+      .find('[data-test-subj="comboBoxInput"]')
+      .type('machine.os{downArrow}{enter}');
+    cy.get('[data-test-subj="filterOperatorList"]')
+      .find('[data-test-subj="comboBoxInput"]')
+      .type('{downArrow}{enter}');
+    cy.get('[data-test-subj="filterParams"]')
+      .find('input.euiFieldText[placeholder="Enter a value"]')
+      .type('osx');
+    cy.get('[data-test-subj="createCustomLabel"]').click();
+    cy.get('[class="globalFilterItem__editorForm"]').find('input').last().type('osx filter');
+    cy.get('[data-test-subj="saveFilter"]').click();
+    cy.get('[data-test-subj="saved-query-management-popover-button"]').click();
+    cy.get('[data-test-subj="saved-query-management-popover"]')
+      .find('[data-test-subj="saved-query-management-save-button"]')
+      .click();
+    cy.get('[data-test-subj="saveQueryFormTitle"]').type('test-query');
+    cy.get('[data-test-subj="savedQueryFormSaveButton"]').click();
+  });
+
+  it('adds Timeline visualization', () => {
+    miscUtils.visitPage('app/visualize#');
+    cy.get('[data-test-subj="visualizationLandingPage"]')
+      .find('[data-test-subj="newItemButton"]')
+      .click();
+    cy.get('[data-test-subj="visType-timelion"]').click();
+    cy.get('[data-test-subj="visualizeSaveButton"]').click();
+    cy.get('[data-test-subj="savedObjectTitle"]').type('test-timeline');
+    cy.get('[data-test-subj="confirmSaveSavedObjectButton"]').click();
+  });
+});
diff --git a/cypress/integration/without-security/check_loaded_data.js b/cypress/integration/without-security/check_loaded_data.js
index 5a738c539ef2..4d2c2d3e4a31 100644
--- a/cypress/integration/without-security/check_loaded_data.js
+++ b/cypress/integration/without-security/check_loaded_data.js
@@ -38,7 +38,9 @@ describe('check previously loaded data', () => {
         .get('[data-test-subj="dashboardListingTitleLink-[Flights]-Global-Flight-Dashboard"]')
         .click();
       commonUI.removeAllFilters();
-      commonUI.setDateRange('Dec 1, 2021 @ 00:00:00.000', 'Nov 1, 2021 @ 00:00:00.000');
+      commonUI.setDateRange(
+        `Dec 31, ${new Date().getFullYear()} @ 00:00:00.000', 'Nov 1, 2016 @ 00:00:00.000`
+      );
     });
 
     it('Global Flight Dashboard is loaded when clicked', () => {
@@ -71,7 +73,9 @@ describe('check previously loaded data', () => {
         .get('[data-test-subj="dashboardListingTitleLink-[eCommerce]-Revenue-Dashboard"]')
         .click();
       commonUI.removeAllFilters();
-      commonUI.setDateRange('Nov 1, 2021 @ 00:00:00.000', 'Nov 1, 2016 @ 00:00:00.000');
+      commonUI.setDateRange(
+        `Dec 31, ${new Date().getFullYear()} @ 00:00:00.000', 'Nov 1, 2016 @ 00:00:00.000`
+      );
     });
 
     it('eCommerce Revenue Dashboard is loaded when clicked', () => {
diff --git a/cypress/integration/without-security/helpers/generate_data.js b/cypress/integration/without-security/helpers/generate_data.js
new file mode 100755
index 000000000000..1dee48f1aab9
--- /dev/null
+++ b/cypress/integration/without-security/helpers/generate_data.js
@@ -0,0 +1,69 @@
+/*
+ * Copyright OpenSearch Contributors
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+import { MiscUtils } from '@opensearch-dashboards-test/opensearch-dashboards-test-library';
+
+const miscUtils = new MiscUtils(cy);
+
+describe('Generating BWC test data without security', () => {
+  before(() => {
+    miscUtils.visitPage('app');
+  });
+  it('adds advanced settings', () => {
+    miscUtils.visitPage('app/management/opensearch-dashboards/settings');
+    cy.get('[data-test-subj="advancedSetting-editField-theme:darkMode"]').click();
+    cy.get('[data-test-subj="advancedSetting-editField-timeline:default_columns"]').type(
+      '{selectAll}4'
+    );
+    cy.get('[data-test-subj="advancedSetting-editField-timeline:max_buckets"]').type(
+      '{selectAll}4'
+    );
+    cy.get('[data-test-subj="advancedSetting-editField-defaultRoute"]')
+      .clear()
+      .type('/app/opensearch_dashboards_overview#/');
+    cy.get('[data-test-subj="advancedSetting-saveButton"]').click({ force: true });
+    cy.reload();
+  });
+
+  it('adds sample data', () => {
+    miscUtils.addSampleData();
+  });
+
+  it('adds filters and queries', () => {
+    miscUtils.visitPage('app/dashboards#');
+    cy.get('[data-test-subj="dashboardListingTitleLink-[Logs]-Web-Traffic"]').click();
+    cy.get('[data-test-subj="queryInput"]').clear().type('resp=200');
+    cy.get('[data-test-subj="addFilter"]').click();
+    cy.get('[data-test-subj="filterFieldSuggestionList"]')
+      .find('[data-test-subj="comboBoxInput"]')
+      .type('machine.os{downArrow}{enter}');
+    cy.get('[data-test-subj="filterOperatorList"]')
+      .find('[data-test-subj="comboBoxInput"]')
+      .type('{downArrow}{enter}');
+    cy.get('[data-test-subj="filterParams"]')
+      .find('input.euiFieldText[placeholder="Enter a value"]')
+      .type('osx');
+    cy.get('[data-test-subj="createCustomLabel"]').click();
+    cy.get('[class="globalFilterItem__editorForm"]').find('input').last().type('osx filter');
+    cy.get('[data-test-subj="saveFilter"]').click();
+    cy.get('[data-test-subj="saved-query-management-popover-button"]').click();
+    cy.get('[data-test-subj="saved-query-management-popover"]')
+      .find('[data-test-subj="saved-query-management-save-button"]')
+      .click();
+    cy.get('[data-test-subj="saveQueryFormTitle"]').type('test-query');
+    cy.get('[data-test-subj="savedQueryFormSaveButton"]').click();
+  });
+
+  it('adds Timeline visualization', () => {
+    miscUtils.visitPage('app/visualize#');
+    cy.get('[data-test-subj="visualizationLandingPage"]')
+      .find('[data-test-subj="newItemButton"]')
+      .click();
+    cy.get('[data-test-subj="visType-timelion"]').click();
+    cy.get('[data-test-subj="visualizeSaveButton"]').click();
+    cy.get('[data-test-subj="savedObjectTitle"]').type('test-timeline');
+    cy.get('[data-test-subj="confirmSaveSavedObjectButton"]').click();
+  });
+});
diff --git a/cypress/test-data/with-security/osd-1.3.2.tar.gz b/cypress/test-data/with-security/osd-1.3.2.tar.gz
new file mode 100644
index 000000000000..59404619e30b
Binary files /dev/null and b/cypress/test-data/with-security/osd-1.3.2.tar.gz differ
diff --git a/cypress/test-data/with-security/osd-2.0.0.tar.gz b/cypress/test-data/with-security/osd-2.0.0.tar.gz
new file mode 100755
index 000000000000..4809ae9810e2
Binary files /dev/null and b/cypress/test-data/with-security/osd-2.0.0.tar.gz differ
diff --git a/cypress/test-data/without-security/osd-1.3.2.tar.gz b/cypress/test-data/without-security/osd-1.3.2.tar.gz
new file mode 100644
index 000000000000..8a624041f047
Binary files /dev/null and b/cypress/test-data/without-security/osd-1.3.2.tar.gz differ
diff --git a/cypress/test-data/without-security/osd-2.0.0.tar.gz b/cypress/test-data/without-security/osd-2.0.0.tar.gz
new file mode 100755
index 000000000000..80164b4f6f7c
Binary files /dev/null and b/cypress/test-data/without-security/osd-2.0.0.tar.gz differ
diff --git a/dev-tools/get-version.sh b/dev-tools/get-version.sh
new file mode 100755
index 000000000000..555dd89e9e9c
--- /dev/null
+++ b/dev-tools/get-version.sh
@@ -0,0 +1,15 @@
+#!/bin/bash
+
+# Copyright OpenSearch Contributors
+# SPDX-License-Identifier: Apache-2.0
+
+set -e
+
+PACKAGE_VERSION=$(cat package.json \
+| grep version \
+| head -1 \
+| awk -F: '{ print $2 }' \
+| sed 's/[",]//g' \
+| tr -d [:space:])
+
+echo "$PACKAGE_VERSION"
\ No newline at end of file
diff --git a/package.json b/package.json
index 770d1a509b50..d6eeaa199610 100644
--- a/package.json
+++ b/package.json
@@ -67,7 +67,8 @@
     "build:types": "rm -rf ./target/types && tsc --p tsconfig.types.json",
     "docs:acceptApiChanges": "node --max-old-space-size=6144 scripts/check_published_api_changes.js --accept",
     "osd:bootstrap": "node scripts/build_ts_refs && node scripts/register_git_hook",
-    "spec_to_console": "node scripts/spec_to_console"
+    "spec_to_console": "node scripts/spec_to_console",
+    "pkg-version": "./dev-tools/get-version.sh"
   },
   "repository": {
     "type": "git",
diff --git a/scripts/bwc/generate_test_data.sh b/scripts/bwc/generate_test_data.sh
new file mode 100755
index 000000000000..53b8e4b7e6e8
--- /dev/null
+++ b/scripts/bwc/generate_test_data.sh
@@ -0,0 +1,22 @@
+#!/bin/bash
+
+# Copyright OpenSearch Contributors
+# SPDX-License-Identifier: Apache-2.0
+
+set -e
+
+function run_generate_data_spec() {
+  echo "[ Generating test data ]"
+  cd "$TEST_DIR"
+  [ "$CI" == '1' ] && cypress_args="--browser chromium" || cypress_args=""
+  SPEC_FILE="$TEST_DIR/cypress/integration/$DASHBOARDS_TYPE/helpers/generate_data.js"
+  env NO_COLOR=1 npx cypress run $cypress_args --headless --spec $SPEC_FILE || true
+}
+
+function archive_data() {
+  echo "[ Archiving test data. Beep boo-boo, boo-boo bop ]"
+  PACKAGE_VERSION=$(get_dashboards_package_version)
+  cd "$OPENSEARCH_DIR" && tar -zcvf "osd-$PACKAGE_VERSION.tar.gz" data
+  cp "osd-$PACKAGE_VERSION.tar.gz" "$CWD/cypress/test-data/$DASHBOARDS_TYPE"
+  echo "[ Archive complete. Location: $CWD/cypress/test-data/$DASHBOARDS_TYPE/osd-$PACKAGE_VERSION.tar.gz' ]"
+}
\ No newline at end of file
diff --git a/scripts/bwc/opensearch_dashboards_service.sh b/scripts/bwc/opensearch_dashboards_service.sh
index e3016433b492..79f1c56708b4 100755
--- a/scripts/bwc/opensearch_dashboards_service.sh
+++ b/scripts/bwc/opensearch_dashboards_service.sh
@@ -27,6 +27,6 @@ function run_dashboards() {
 function check_dashboards_status {
   echo "Checking the OpenSearch Dashboards..."
   cd "$DIR"
-  check_status $DASHBOARDS_PATH "$DASHBOARDS_MSG" $DASHBOARDS_URL "" >> /dev/null 2>&1
+  check_status $DASHBOARDS_PATH "$DASHBOARDS_MSG" $DASHBOARDS_URL "$OPENSEARCH_ARGS" >> /dev/null 2>&1
   echo "OpenSearch Dashboards is up!"
 } 
diff --git a/scripts/bwc/utils.sh b/scripts/bwc/utils.sh
index 5400a91a9ef4..fea47b14759a 100755
--- a/scripts/bwc/utils.sh
+++ b/scripts/bwc/utils.sh
@@ -67,3 +67,14 @@ function upload_data() {
   rm "$1.tar.gz"
   echo "Data has been uploaded and ready to test"
 }
+
+function get_dashboards_package_version() {
+  DASHBOARDS_PACKAGE_VERSION=$(cat $DASHBOARDS_DIR/package.json \
+  | grep version \
+  | head -1 \
+  | awk -F: '{ print $2 }' \
+  | sed 's/[",]//g' \
+  | tr -d [:space:])
+  
+  echo "$DASHBOARDS_PACKAGE_VERSION"
+}
diff --git a/scripts/bwctest_osd.sh b/scripts/bwctest_osd.sh
index 084225956fe5..0f9b66533ed7 100755
--- a/scripts/bwctest_osd.sh
+++ b/scripts/bwctest_osd.sh
@@ -8,6 +8,7 @@ set -e
 . scripts/bwc/utils.sh
 . scripts/bwc/opensearch_service.sh
 . scripts/bwc/opensearch_dashboards_service.sh
+. scripts/bwc/generate_test_data.sh
 
 # For every release, add sample data and new version below:
 DEFAULT_VERSIONS=(
@@ -24,6 +25,8 @@ DEFAULT_VERSIONS=(
   "odfe-1.13.2"
   "osd-1.0.0"
   "osd-1.1.0"
+  "osd-1.3.2"
+  "osd-2.0.0"
 )
 
 # Define test groups
@@ -51,11 +54,12 @@ function usage() {
     echo -e "-c CREDENTIAL\t(usename:password), no defaults, effective when SECURITY_ENABLED=true."
     echo -e "-v VERSIONS\t, Specify versions as a CSV to execute tests with data from specific version of OpenSearch Dashboards."
     echo -e "-r RELEASES\t, Specify versions as a CSV to execute tests for released versions of OpenSearch."
+    echo -e "-g GENERATE_DATA\t(true | false), defaults to false. Specify to generate test data for BWC tests (will not execute tests)."
     echo -e "-h\tPrint this message."
     echo "--------------------------------------------------------------------------"
 }
 
-while getopts ":h:b:p:s:c:v:r:o:d:" arg; do
+while getopts ":h:b:p:s:c:v:r:g:o:d:" arg; do
     case $arg in
         h)
             usage
@@ -79,6 +83,9 @@ while getopts ":h:b:p:s:c:v:r:o:d:" arg; do
         r)
             RELEASES=$OPTARG
             ;;
+        g)
+            GENERATE_DATA=$OPTARG
+            ;;
         o)
             OPENSEARCH=$OPTARG
             ;;    
@@ -104,6 +111,7 @@ done
 [ $SECURITY_ENABLED == "false" ] && DASHBOARDS_TYPE="without-security" || DASHBOARDS_TYPE="with-security"
 [ $SECURITY_ENABLED == "false" ] && RELEASES_ARRAY=() || IFS=',' read -r -a RELEASES_ARRAY <<<"$RELEASES"
 [ -z "$CREDENTIAL" ] && CREDENTIAL="admin:admin"
+[ -z $GENERATE_DATA ] && GENERATE_DATA="false"
 
 TOTAL_TEST_FAILURES=0
 # OpenSearch and OpenSearch Dashboards Process IDs
@@ -162,6 +170,8 @@ TEST_SUITES=(
   ["odfe-1.13.2"]=$TEST_GROUP_4
   ["osd-1.0.0"]=$TEST_GROUP_4
   ["osd-1.1.0"]=$TEST_GROUP_4
+  ["osd-1.3.2"]=$TEST_GROUP_4
+  ["osd-2.0.0"]=$TEST_GROUP_4
 )
 
 # this function sets up the cypress env
@@ -191,7 +201,7 @@ function run_cypress() {
     [ $IS_CORE == true ] && spec="$SPEC_FILES" || "$TEST_DIR/cypress/integration/$DASHBOARDS_TYPE/plugins/*.js"
     [ $IS_CORE == true ] && success_msg="BWC tests for core passed ($spec)" || success_msg="BWC tests for plugin passed ($spec)"
     [ $IS_CORE == true ] && error_msg="BWC tests for core failed ($spec)" || error_msg="BWC tests for plugin failed ($spec)"
-    [ $CI == 1 ] && cypress_args="--browser chromium" || cypress_args=""
+    [ "$CI" == '1' ] && cypress_args="--browser chromium" || cypress_args=""
     env NO_COLOR=1 npx cypress run $cypress_args --headless --spec $spec || test_failures=$?
     [ -z $test_failures ] && test_failures=0
     [ $test_failures == 0 ] && echo $success_msg || echo "$error_msg::TEST_FAILURES: $test_failures"
@@ -213,6 +223,23 @@ function run_bwc() {
   fi
 }
 
+# generate test data
+function generate_test_data() {
+  setup_opensearch >> /dev/null 2>&1  &
+  setup_dashboards >> /dev/null 2>&1  &
+
+  run_opensearch
+  check_opensearch_status
+  run_dashboards
+  check_dashboards_status
+
+  run_generate_data_spec
+  archive_data
+  
+  # kill the running OpenSearch process
+  clean  
+}
+
 # Main function
 function execute_tests() {
   setup_opensearch >> /dev/null 2>&1  &
@@ -243,12 +270,7 @@ function execute_tests() {
 
 # Executes the main function with different versions of OpenSearch downloaded
 function execute_mismatch_tests() {
-  PACKAGE_VERSION=$(cat $DASHBOARDS_DIR/package.json \
-  | grep version \
-  | head -1 \
-  | awk -F: '{ print $2 }' \
-  | sed 's/[",]//g' \
-  | tr -d [:space:])
+  PACKAGE_VERSION=$(get_dashboards_package_version)
 
   for release in "${RELEASES_ARRAY[@]}"
   do
@@ -264,6 +286,12 @@ function execute_mismatch_tests() {
  
 # setup the cypress test env
 [ ! -d "$TEST_DIR/cypress" ] && setup_cypress
+if [ $GENERATE_DATA == "true" ]; then
+  generate_test_data
+  echo "Generate data complete"
+  exit 0
+fi
+
 execute_tests
 (( ${#RELEASES_ARRAY[@]} )) && execute_mismatch_tests
 echo "Completed BWC tests for $TEST_VERSIONS [$DASHBOARDS_TYPE]"