diff --git a/build_tools/integrate/README.md b/build_tools/integrate/README.md
new file mode 100644
index 0000000000..a578713497
--- /dev/null
+++ b/build_tools/integrate/README.md
@@ -0,0 +1,87 @@
+# Integrate Scripts
+
+A collection of scripts used to integrate the StableHLO repository into the
+rest of the OpenXLA repos. These scripts are run ~2x/wk by a StableHLO oncall
+rotation at Google to ensure new changes can propagate to the rest of the
+ecosystem in a reasonable amount of time.
+
+## Integrate Process
+
+### Bump LLVM Revision
+
+The XLA repo has constant integrates of LLVM and carries a patch file for
+StableHLO in [temporary.patch](https://github.com/openxla/xla/blob/main/third_party/stablehlo/temporary.patch),
+which contains any changes needed to build StableHLO at a new LLVM revision.
+To sync to XLA's LLVM revision and apply necessary patches, use:
+
+```sh
+$ ./build_tools/integrate/llvm_bump_revision.sh
+Using LLVM commit: b3134fa2338388adf8cfb2d77339d0b042eab9f6
+Updating LLVM Commit & SHA256
+Bumping commit to: b3134fa2338388adf8cfb2d77339d0b042eab9f6
+Bumping sha256 to: b6024606092290b0838735c26ad1c5c239b3e931136b420af8680e3a1156e759
+Patch file openxla/xla/third_party/stablehlo/temporary.patch is empty
+Skipping patch apply
+Commit changes with message:
+git add .
+git commit -m "Integrate LLVM at llvm/llvm-project@b3134fa23383"
+```
+
+### Integarte into OpenXLA Repositories
+
+The StableHLO oncall then integrates the change into the google monorepo, which
+propagates the new StableHLO features to XLA, Shardy, JAX, TF, etc, including
+any changes or patches that were needed to build these projects with the new
+feature.
+
+_Note: this is the only step that must be carried out by a Google team member._
+
+### Tag the integrated StableHLO commit and bump StableHLO version numbers
+
+This step takes care of a few things:
+
+1. Add a tag for the integrated StableHLO version
+2. Bump the patch version in [Version.h](https://github.com/openxla/stablehlo/tree/main/stablehlo/dialect/Version.h#L41)
+3. Bump the 4w and 12w forward compatibility requirement versions in
+   [Version.cpp](https://github.com/openxla/stablehlo/blob/main/stablehlo/dialect/Version.cpp#L75)
+
+```sh
+Usage: ./build_tools/integrate/stablehlo_tag_and_bump_version.sh [-t <COMMIT_TO_TAG>]
+   -t  Specify a commit to tag, must be an integrated StableHLO commit
+       available on https://github.com/search?q=repo%3Aopenxla%2Fxla+integrate+stablehlo&type=commits
+       If not specifed, will only bump the 4w and 12w versions.
+
+$ ./build_tools/integrate/stablehlo_tag_and_bump_version.sh -t 37487a8e
+Bumping 4w and 12w compatibility window values
+New WEEK_4 Version: 1, 7, 8
+New WEEK_12 Version: 1, 6, 0
+      return Version(1, 7, 8);  // WEEK_4 ANCHOR: DO NOT MODIFY
+      return Version(1, 6, 0);  // WEEK_12 ANCHOR: DO NOT MODIFY
+Bumping version Version(1, 8, 4) -> Version(1, 8, 5)
+Using commit:
+Integrate LLVM at llvm/llvm-project@246b57cb2086 (#2620)
+
+Is this the correct commit? [y] y
+
+Creating tagged release v1.8.4 at 37487a8e
+$ git tag -a v1.8.4 37487a8e -m "StableHLO v1.8.4"
+
+Most recent tags:
+v1.8.4
+v1.8.3
+v1.8.2
+
+If this is incorrect, can undo using:
+$ git tag -d v1.8.4
+
+Bumping revision to: Version(1, 8, 5)
+$ sed -i "s/Version(1, 8, 4)/Version(1, 8, 5)/" ./stablehlo/dialect/Version.h
+
+NEXT STEPS
+  Push tag to upstream using:
+  $ git push upstream v1.8.4
+
+  Commit and patch bump changes:
+  $ git add .
+  $ git commit -m "Bump patch version after integrate 1.8.4 -> 1.8.5"
+```
diff --git a/build_tools/integrate/llvm_bump_revision.sh b/build_tools/integrate/llvm_bump_revision.sh
new file mode 100755
index 0000000000..99e64073b8
--- /dev/null
+++ b/build_tools/integrate/llvm_bump_revision.sh
@@ -0,0 +1,55 @@
+#!/bin/bash
+# Copyright 2024 The StableHLO Authors.
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+SCRIPT_DIR="$(dirname "$(realpath "$0")")"
+GH_ACTIONS="$SCRIPT_DIR/../github_actions"
+REPO_ROOT="$SCRIPT_DIR/../.."
+
+# Update build files
+bump_to_xla_llvm_version() {
+  LLVM_URL="https://raw.githubusercontent.com/openxla/xla/refs/heads/main/third_party/llvm/workspace.bzl"
+  LLVM_REV=$(curl -s $LLVM_URL | grep 'LLVM_COMMIT =' | cut -d '"' -f 2)
+  echo "Using LLVM commit: $LLVM_REV"
+  echo "$LLVM_REV" > ./build_tools/llvm_version.txt
+  "$GH_ACTIONS/lint_llvm_commit.sh" -f .
+}
+
+apply_xla_patch() {
+  PATCH_URL="https://raw.githubusercontent.com/openxla/xla/refs/heads/main/third_party/stablehlo/temporary.patch"
+  PATCH=$(curl -s "$PATCH_URL")
+  if (( $(echo "$PATCH" | wc -l) < 2 )); then
+    echo "Patch file openxla/xla/third_party/stablehlo/temporary.patch is empty"
+    echo "Skipping patch apply"
+    return 0
+  fi
+
+  TMP_DIR=$(mktemp -d)
+  TMP_PATCH="$TMP_DIR/temporary.patch"
+  echo "Cloning patch into $TMP_PATCH"
+  echo "$PATCH" > "$TMP_PATCH"
+  cd "$REPO_ROOT" || exit 1
+  patch -p1 < "$TMP_PATCH"
+}
+
+set -o errexit  # Exit immediately if any command returns a non-zero exit status
+set -o nounset  # Using uninitialized variables raises error and exits
+set -o pipefail # Ensures the script detects errors in any part of a pipeline.
+
+bump_to_xla_llvm_version
+apply_xla_patch
+
+# Print the commit message
+echo "Commit changes with message:"
+echo "git add ."
+echo "git commit -m \"Integrate LLVM at llvm/llvm-project@${LLVM_REV:0:12}\""
diff --git a/build_tools/integrate/stablehlo_tag_and_bump_version.sh b/build_tools/integrate/stablehlo_tag_and_bump_version.sh
new file mode 100755
index 0000000000..b03aa107e3
--- /dev/null
+++ b/build_tools/integrate/stablehlo_tag_and_bump_version.sh
@@ -0,0 +1,216 @@
+#!/bin/bash
+# Copyright 2024 The StableHLO Authors.
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+exit_with_usage() {
+  echo "Usage: $0 [-t <COMMIT_TO_TAG>]"
+  echo "   -t  Specify a commit to tag, must be an integrated StableHLO commit"
+  echo "       available on https://github.com/search?q=repo%3Aopenxla%2Fxla+integrate+stablehlo&type=commits"
+  echo "       If not specifed, will only bump the 4w and 12w versions."
+  exit 1
+}
+
+## Setup global variables:
+SCRIPT_DIR="$(dirname "$(realpath "$0")")"
+VERSION=""
+VERSION_H="$SCRIPT_DIR/../../stablehlo/dialect/Version.h"
+VERSION_CPP="$SCRIPT_DIR/../../stablehlo/dialect/Version.cpp"
+setup_version_vars() {
+  # getCurrentVersion() { Version(0, X, Y); }
+  local VERSION_STR
+  VERSION_STR=$(grep getCurrentVersion -A1 "$VERSION_H" | grep -o 'Version([0-9], .*)')
+  local REGEX="Version\(([0-9]+), ([0-9]+), ([0-9]+)\)"
+  if [[ $VERSION_STR =~ $REGEX ]]
+  then
+    VERSION=("${BASH_REMATCH[1]}" "${BASH_REMATCH[2]}" "${BASH_REMATCH[3]}")
+  else
+    echo "Error: Could not find current version string in Version.h" >&2
+    exit 1
+  fi
+}
+setup_version_vars
+
+## Tag old version
+tag_integrated_version() {
+  local COMMIT="$1"
+  local RELEASE_TAG="$2"
+
+  # Must be valid commit
+  if ! git rev-parse "$COMMIT" > /dev/null; then
+    echo "Could not find commit $COMMIT."
+    echo "Sync with upstream and pull changes to local repo."
+    exit 1
+  fi
+
+  # Ensure proper commit
+  # NOTE: THIS COMMIT MUST BE INTEGRATED INTO OPENXLA/XLA BY STABLEHLO ONCALL
+  # Valid commit hashes here:
+  # https://github.com/search?q=repo%3Aopenxla%2Fxla+integrate+stablehlo&type=commits
+  echo "Using commit:"
+  git log --format=%B -n 1 "$COMMIT"
+  echo
+  read -p "Is this the correct commit? [y] " -n 1 -r
+  echo; echo
+  if [[ "$REPLY" =~ ^[Nn]$ ]]; then
+    echo "Exiting..."
+    exit 1
+  fi
+
+  echo "Creating tagged release $RELEASE_TAG at $COMMIT"
+  echo "$ git tag -a $RELEASE_TAG $COMMIT -m \"StableHLO $RELEASE_TAG\""
+  git tag -a "$RELEASE_TAG" "$COMMIT" -m "StableHLO $RELEASE_TAG"
+  echo
+  echo "Most recent tags:"
+  git tag --sort=-version:refname | head -3
+  echo
+  echo "If this is incorrect, can undo using:"
+  echo "$ git tag -d $RELEASE_TAG"
+  echo
+}
+
+bump_patch_version() {
+  ## Bump patch version in Version.h
+  local VERSION_STR="Version(${VERSION[0]}, ${VERSION[1]}, ${VERSION[2]})"
+  local NEW_VERSION_STR="Version(${VERSION[0]}, ${VERSION[1]}, $((VERSION[2]+1)))"
+  echo "Bumping revision to: $NEW_VERSION_STR"
+  echo "$ sed -i \"s/$VERSION_STR/$NEW_VERSION_STR/\" $VERSION_H"
+  sed -i "s/$VERSION_STR/$NEW_VERSION_STR/" "$VERSION_H"
+  echo
+}
+
+tag_and_bump() {
+  local COMMIT="$1"
+  local RELEASE="${VERSION[0]}.${VERSION[1]}.${VERSION[2]}"
+  local RELEASE_TAG="v$RELEASE"
+  local NEXT_RELEASE="${VERSION[0]}.${VERSION[1]}.$((VERSION[2]+1))"
+  tag_integrated_version "$COMMIT" "$RELEASE_TAG"
+  bump_patch_version
+
+  ## Next steps
+  echo "NEXT STEPS"
+  echo "  Push tag to upstream using:"
+  echo "  $ git push upstream $RELEASE_TAG"
+  echo
+  echo "  Commit and patch bump changes:"
+  echo "  $ git add ."
+  echo "  $ git commit -m \"Bump patch version after integrate $RELEASE -> $NEXT_RELEASE\""
+}
+
+## Update the 4w and 12w forward compatiblility versions
+# This function:
+# Replaces WEEK_4 and WEEK12 versions in stablehlo/dialect/Version.cpp
+#    return Version(a, b, c);  // WEEK_4 ANCHOR: DO NOT MODIFY
+#    return Version(m, n, p);  // WEEK_12 ANCHOR: DO NOT MODIFY
+# WEEK_4 version - The most recent git tag that was created at least 28 days ago.
+# WEEK_12 version - The most recent git tag that was created at least 84 days ago.
+
+update_forward_compat_versions() {
+  echo "Bumping 4w and 12w compatibility window values"
+
+  local UTC_TIME
+  UTC_TIME=$(date -u +%s)
+
+  local WEEK_4_TAG=""
+  local WEEK_12_TAG=""
+
+  git fetch --tags upstream
+
+  # Iterate over tags finding the proper tag
+  while IFS= read -r line; do
+      # split line CSV
+      IFS=',' read -r tag_ts tag_v <<< "$line"
+      ts_diff=$(( (UTC_TIME - tag_ts) / 86400 ))
+
+      if [ -z "$WEEK_4_TAG" ] && [ "$ts_diff" -ge 28 ]; then
+          WEEK_4_TAG=$tag_v
+      fi
+
+      if [ -z "$WEEK_12_TAG" ] && [ "$ts_diff" -ge 84 ]; then
+          WEEK_12_TAG=$tag_v
+          break
+      fi
+  done < <(git for-each-ref --sort=taggerdate --format '%(taggerdate:unix),%(refname:short)' refs/tags | tail -40 | tac)
+
+  if [ -z "$WEEK_4_TAG" ] || [ -z "$WEEK_12_TAG" ]; then
+    echo "Error: WEEK_4 or WEEK_12 tag not found." >&2
+    exit 1
+  fi
+
+  WEEK_4_TAG=$(echo "$WEEK_4_TAG" | sed -n 's/.*v\([0-9]\+\)\.\([0-9]\+\)\.\([0-9]\+\).*/\1, \2, \3/p')
+  WEEK_12_TAG=$(echo "$WEEK_12_TAG" | sed -n 's/.*v\([0-9]\+\)\.\([0-9]\+\)\.\([0-9]\+\).*/\1, \2, \3/p')
+
+  if [ -z "$WEEK_4_TAG" ] || [ -z "$WEEK_12_TAG" ]; then
+    echo "Error: Unable to parse the WEEK_4 or WEEK_12 tag" >&2
+    exit 1
+  fi
+
+  echo "New WEEK_4 Version: $WEEK_4_TAG" >&2
+  echo "New WEEK_12 Version: $WEEK_12_TAG" >&2
+
+  sed -i -E \
+    -e "s/(return Version\()([0-9]+), ([0-9]+), ([0-9]+)(\);\s+\/\/ WEEK_4 ANCHOR: DO NOT MODIFY)/\1$WEEK_4_TAG\5/" \
+    -e "s/(return Version\()([0-9]+), ([0-9]+), ([0-9]+)(\);\s+\/\/ WEEK_12 ANCHOR: DO NOT MODIFY)/\1$WEEK_12_TAG\5/" \
+    "$VERSION_CPP"
+
+
+  # Checking Version.cpp values
+  grep "WEEK_4 ANCHOR: DO NOT MODIFY" "$VERSION_CPP" >&2
+  grep "WEEK_12 ANCHOR: DO NOT MODIFY" "$VERSION_CPP" >&2
+
+  if [ "$(grep -c -E "return Version\($WEEK_4_TAG\);\s+\/\/ WEEK_4 ANCHOR: DO NOT MODIFY" "$VERSION_CPP")" -ne 1 ]; then
+      echo "ERROR: WEEK_4 version is not correct" >&2
+      exit 1
+  fi
+
+  if [ "$(grep -c -E "return Version\($WEEK_12_TAG\);\s+\/\/ WEEK_12 ANCHOR: DO NOT MODIFY" "$VERSION_CPP")" -ne 1 ]; then
+      echo "ERROR: WEEK_12 version is not correct" >&2
+      exit 1
+  fi
+}
+
+# ------
+# MAIN
+# ------
+
+set -o errexit  # Exit immediately if any command returns a non-zero exit status
+set -o nounset  # Using uninitialized variables raises error and exits
+set -o pipefail # Ensures the script detects errors in any part of a pipeline.
+
+COMMIT_TO_TAG=""
+while getopts 't:' flag; do
+  case "${flag}" in
+    t) COMMIT_TO_TAG="$OPTARG" ;;
+    *) exit_with_usage ;;
+  esac
+done
+shift $(( OPTIND - 1 ))
+
+## Validation
+if [ $# -ne 0 ]; then
+  exit_with_usage
+fi
+
+# Must have upstream remote - This is needed to fetch and add tags
+if ! git remote | grep upstream > /dev/null; then
+  echo "Missing upstream remote. Use:"
+  echo "$ git remote add upstream https://github.com/openxla/stablehlo.git"
+  exit 1
+fi
+
+update_forward_compat_versions
+
+if [ -n "$COMMIT_TO_TAG" ]; then
+  tag_and_bump "$COMMIT_TO_TAG"
+else
+  echo "No commit to tag specified, only bumping 4w and 12w values."
+fi
diff --git a/build_tools/update_version_h_cpp.sh b/build_tools/update_version_h_cpp.sh
deleted file mode 100755
index 752cc87932..0000000000
--- a/build_tools/update_version_h_cpp.sh
+++ /dev/null
@@ -1,124 +0,0 @@
-#!/bin/bash
-# Copyright 2024 The StableHLO Authors.
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# This script:
-# 1. Replaces current version in stablehlo/dialect/Version.h with the next
-# patch version
-#  static Version getCurrentVersion() { return Version(x, y, z); }
-# new version will be (x, y, z + 1)
-# 2. Replaces WEEK_4 and WEEK12 versions in stablehlo/dialect/Version.cpp
-#      return Version(a, b, c);  // WEEK_4 ANCHOR: DO NOT MODIFY
-#      return Version(m, n, p);  // WEEK_12 ANCHOR: DO NOT MODIFY
-# WEEK_4 version - The most recent git tag that was created at least 28 days ago.
-# WEEK_12 version - The most recent git tag that was created at least 84 days ago.
-
-set -o errexit
-set -o nounset
-set -o pipefail
-
-script_dir="$(dirname "$(realpath "$0")")"
-version_h="$script_dir/../stablehlo/dialect/Version.h"
-version_cpp="$script_dir/../stablehlo/dialect/Version.cpp"
-
-fetch_current_version() {
-  # getCurrentVersion() { Version(X, Y, Z); }
-  ver_str=$(grep -A1 getCurrentVersion "$version_h" | grep -o 'Version(.*[0-9])')
-  REGEX="Version\(([0-9]+), ([0-9]+), ([0-9]+)\)"
-  if [[ $ver_str =~ $REGEX ]]; then
-    curr_ver=("${BASH_REMATCH[1]}" "${BASH_REMATCH[2]}" "${BASH_REMATCH[3]}")
-  else
-    echo "Error: Could not find current version string in $version_h" >&2
-    exit 1
-  fi
-}
-fetch_current_version
-
-# calculate next current ver (patch ver + 1)
-next_curr_z=$((curr_ver[2] + 1))
-
-utc_time=$(date -u +%s)
-
-week_4_tag=""
-week_12_tag=""
-
-while IFS= read -r line; do
-    # split line CSV
-    IFS=',' read -r tag_ts tag_v <<< "$line"
-    ts_diff=$(( (utc_time - tag_ts) / 86400 ))
-
-    if [ -z "$week_4_tag" ] && [ "$ts_diff" -ge 28 ]; then
-        week_4_tag=$tag_v
-    fi
-
-    if [ -z "$week_12_tag" ] && [ "$ts_diff" -ge 84 ]; then
-        week_12_tag=$tag_v
-        break
-    fi
-done < <(git for-each-ref --sort=taggerdate --format '%(taggerdate:unix),%(refname:short)' refs/tags | tail -40 | tac)
-
-if [ -z "$week_4_tag" ] || [ -z "$week_12_tag" ]; then
-  echo "Error: WEEK_4 or WEEK_12 tag not found." >&2
-  exit 1
-fi
-
-week_4_tag=$(echo "$week_4_tag" | sed -n 's/.*v\([0-9]\+\)\.\([0-9]\+\)\.\([0-9]\+\).*/\1, \2, \3/p')
-week_12_tag=$(echo "$week_12_tag" | sed -n 's/.*v\([0-9]\+\)\.\([0-9]\+\)\.\([0-9]\+\).*/\1, \2, \3/p')
-
-if [ -z "$week_4_tag" ] || [ -z "$week_12_tag" ]; then
-  echo "Error: Unable to parse the WEEK_4 or WEEK_12 tag" >&2
-  exit 1
-fi
-
-echo "Next Current Version: ${curr_ver[0]}, ${curr_ver[1]}, $next_curr_z" >&2
-echo "WEEK_4 Version: $week_4_tag" >&2
-echo "WEEK_12 Version: $week_12_tag" >&2
-
-# Saving Version.h values
-echo "Saving $version_h..." >&2
-
-sed -i -E \
--e "s/(static Version getCurrentVersion\(\) \{ return Version\()([0-9]+), ([0-9]+), ([0-9]+)(\); \})/\1\2, \3, $next_curr_z\5/" \
-"$version_h"
-
-# Checking Version.h values
-grep "static Version getCurrentVersion()" "$version_h" >&2
-
-if [ "$(grep -c "static Version getCurrentVersion() { return Version(${curr_ver[0]}, ${curr_ver[1]}, $next_curr_z); }" "$version_h")" -ne 1 ]; then
-    echo "ERROR: getCurrentVersion() version is not correct" >&2
-    exit 1
-fi
-
-# Saving Version.cpp values
-echo "Saving $version_cpp..." >&2
-
-sed -i -E \
--e "s/(return Version\()([0-9]+), ([0-9]+), ([0-9]+)(\);\s+\/\/ WEEK_4 ANCHOR: DO NOT MODIFY)/\1$week_4_tag\5/" \
--e "s/(return Version\()([0-9]+), ([0-9]+), ([0-9]+)(\);\s+\/\/ WEEK_12 ANCHOR: DO NOT MODIFY)/\1$week_12_tag\5/" \
-"$version_cpp"
-
-# Checking Version.cpp values
-grep "WEEK_4 ANCHOR: DO NOT MODIFY" "$version_cpp" >&2
-grep "WEEK_12 ANCHOR: DO NOT MODIFY" "$version_cpp" >&2
-
-if [ "$(grep -c -E "return Version\($week_4_tag\);\s+\/\/ WEEK_4 ANCHOR: DO NOT MODIFY" "$version_cpp")" -ne 1 ]; then
-    echo "ERROR: WEEK_4 version is not correct" >&2
-    exit 1
-fi
-
-if [ "$(grep -c -E "return Version\($week_12_tag\);\s+\/\/ WEEK_12 ANCHOR: DO NOT MODIFY" "$version_cpp")" -ne 1 ]; then
-    echo "ERROR: WEEK_12 version is not correct" >&2
-    exit 1
-fi
-
-echo "Done" >&2