diff --git a/deploy/docker-swarm/docker-compose.ha.yaml b/deploy/docker-swarm/docker-compose.ha.yaml
index 595c979733..c4aea2f0e2 100644
--- a/deploy/docker-swarm/docker-compose.ha.yaml
+++ b/deploy/docker-swarm/docker-compose.ha.yaml
@@ -263,3 +263,21 @@ services:
 networks:
   signoz-net:
     name: signoz-net
+
+volumes:
+  alertmanager:
+    name: signoz-alertmanager
+  clickhouse:
+    name: signoz-clickhouse
+  clickhouse-2:
+    name: signoz-clickhouse-2
+  clickhouse-3:
+    name: signoz-clickhouse-3
+  sqlite:
+    name: signoz-sqlite
+  zookeeper-1:
+    name: signoz-zookeeper-1
+  zookeeper-2:
+    name: signoz-zookeeper-2
+  zookeeper-3:
+    name: signoz-zookeeper-3
diff --git a/deploy/docker-swarm/docker-compose.yaml b/deploy/docker-swarm/docker-compose.yaml
index c0624ed9cf..c91eab93ce 100644
--- a/deploy/docker-swarm/docker-compose.yaml
+++ b/deploy/docker-swarm/docker-compose.yaml
@@ -82,7 +82,7 @@ services:
     #   - "2888:2888"
     #   - "3888:3888"
     volumes:
-      - ./clickhouse-setup/data/zookeeper-1:/bitnami/zookeeper
+      - zookeeper-1:/bitnami/zookeeper
     environment:
       - ZOO_SERVER_ID=1
       - ALLOW_ANONYMOUS_LOGIN=yes
@@ -103,7 +103,7 @@ services:
       - ../common/clickhouse/custom-function.xml:/etc/clickhouse-server/custom-function.xml
       - ../common/clickhouse/user_scripts:/var/lib/clickhouse/user_scripts/
       - ../common/clickhouse/cluster.xml:/etc/clickhouse-server/config.d/cluster.xml
-      - ./clickhouse-setup/data/clickhouse/:/var/lib/clickhouse/
+      - clickhouse:/var/lib/clickhouse/
       # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
   alertmanager:
     <<: *common
@@ -112,7 +112,7 @@ services:
       - --queryService.url=http://query-service:8085
       - --storage.path=/data
     volumes:
-      - ./clickhouse-setup/data/alertmanager:/data
+      - alertmanager:/data
     depends_on:
       - query-service
   query-service:
@@ -128,7 +128,7 @@ services:
     volumes:
       - ../common/signoz/prometheus.yml:/root/config/prometheus.yml
       - ../common/dashboards:/root/config/dashboards
-      - ./clickhouse-setup/data/signoz/:/var/lib/signoz/
+      - sqlite:/var/lib/signoz/
     environment:
       - ClickHouseUrl=tcp://clickhouse:9000
       - ALERTMANAGER_API_PREFIX=http://alertmanager:9093/api/
@@ -199,3 +199,13 @@ services:
 networks:
   signoz-net:
     name: signoz-net
+
+volumes:
+  alertmanager:
+    name: signoz-alertmanager
+  clickhouse:
+    name: signoz-clickhouse
+  sqlite:
+    name: signoz-sqlite
+  zookeeper-1:
+    name: signoz-zookeeper-1
diff --git a/deploy/docker/.env b/deploy/docker/.env
index d2f66ad330..8489c4425d 100644
--- a/deploy/docker/.env
+++ b/deploy/docker/.env
@@ -1 +1 @@
-COMPOSE_PROJECT_NAME=clickhouse-setup
\ No newline at end of file
+COMPOSE_PROJECT_NAME=signoz
\ No newline at end of file
diff --git a/deploy/docker/clickhouse-setup/.deprecated b/deploy/docker/clickhouse-setup/.deprecated
new file mode 100644
index 0000000000..f25abb70d4
--- /dev/null
+++ b/deploy/docker/clickhouse-setup/.deprecated
@@ -0,0 +1,3 @@
+This data directory is deprecated and will be removed in the future.
+Please use the migration script under `scripts/volume-migration` to migrate data from bind mounts to Docker volumes.
+The script also renames the project name to `signoz` and the network name to `signoz-net` (if not already in place).
diff --git a/deploy/docker/docker-compose.ha.yaml b/deploy/docker/docker-compose.ha.yaml
index e65ef63c0d..4caadec83d 100644
--- a/deploy/docker/docker-compose.ha.yaml
+++ b/deploy/docker/docker-compose.ha.yaml
@@ -89,7 +89,7 @@ services:
     #   - "2888:2888"
     #   - "3888:3888"
     volumes:
-      - ./clickhouse-setup/data/zookeeper-1:/bitnami/zookeeper
+      - zookeeper-1:/bitnami/zookeeper
     environment:
       - ZOO_SERVER_ID=1
       - ZOO_SERVERS=0.0.0.0:2888:3888,zookeeper-2:2888:3888,zookeeper-3:2888:3888
@@ -105,7 +105,7 @@ services:
     #   - "2889:2888"
     #   - "3889:3888"
     volumes:
-      - ./clickhouse-setup/data/zookeeper-2:/bitnami/zookeeper
+      - zookeeper-2:/bitnami/zookeeper
     environment:
       - ZOO_SERVER_ID=2
       - ZOO_SERVERS=zookeeper-1:2888:3888,0.0.0.0:2888:3888,zookeeper-3:2888:3888
@@ -121,7 +121,7 @@ services:
     #   - "2890:2888"
     #   - "3890:3888"
     volumes:
-      - ./clickhouse-setup/data/zookeeper-3:/bitnami/zookeeper
+      - zookeeper-3:/bitnami/zookeeper
     environment:
       - ZOO_SERVER_ID=3
       - ZOO_SERVERS=zookeeper-1:2888:3888,zookeeper-2:2888:3888,0.0.0.0:2888:3888
@@ -142,7 +142,7 @@ services:
       - ../common/clickhouse/custom-function.xml:/etc/clickhouse-server/custom-function.xml
       - ../common/clickhouse/user_scripts:/var/lib/clickhouse/user_scripts/
       - ../common/clickhouse/cluster.ha.xml:/etc/clickhouse-server/config.d/cluster.xml
-      - ./clickhouse-setup/data/clickhouse/:/var/lib/clickhouse/
+      - clickhouse:/var/lib/clickhouse/
       # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
   clickhouse-2:
     <<: *clickhouse-defaults
@@ -157,7 +157,7 @@ services:
       - ../common/clickhouse/custom-function.xml:/etc/clickhouse-server/custom-function.xml
       - ../common/clickhouse/user_scripts:/var/lib/clickhouse/user_scripts/
       - ../common/clickhouse/cluster.ha.xml:/etc/clickhouse-server/config.d/cluster.xml
-      - ./clickhouse-setup/data/clickhouse-2/:/var/lib/clickhouse/
+      - clickhouse-2:/var/lib/clickhouse/
       # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
   clickhouse-3:
     <<: *clickhouse-defaults
@@ -172,7 +172,7 @@ services:
       - ../common/clickhouse/custom-function.xml:/etc/clickhouse-server/custom-function.xml
       - ../common/clickhouse/user_scripts:/var/lib/clickhouse/user_scripts/
       - ../common/clickhouse/cluster.ha.xml:/etc/clickhouse-server/config.d/cluster.xml
-      - ./clickhouse-setup/data/clickhouse-3/:/var/lib/clickhouse/
+      - clickhouse-3:/var/lib/clickhouse/
       # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
   alertmanager:
     <<: *common
@@ -182,7 +182,7 @@ services:
       - --queryService.url=http://query-service:8085
       - --storage.path=/data
     volumes:
-      - ./clickhouse-setup/data/alertmanager:/data
+      - alertmanager:/data
     depends_on:
       query-service:
         condition: service_healthy
@@ -200,7 +200,7 @@ services:
     volumes:
       - ../common/signoz/prometheus.yml:/root/config/prometheus.yml
       - ../common/dashboards:/root/config/dashboards
-      - ./clickhouse-setup/data/signoz/:/var/lib/signoz/
+      - sqlite:/var/lib/signoz/
     environment:
       - ClickHouseUrl=tcp://clickhouse:9000
       - ALERTMANAGER_API_PREFIX=http://alertmanager:9093/api/
@@ -281,3 +281,21 @@ services:
 networks:
   signoz-net:
     name: signoz-net
+
+volumes:
+  alertmanager:
+    name: signoz-alertmanager
+  clickhouse:
+    name: signoz-clickhouse
+  clickhouse-2:
+    name: signoz-clickhouse-2
+  clickhouse-3:
+    name: signoz-clickhouse-3
+  sqlite:
+    name: signoz-sqlite
+  zookeeper-1:
+    name: signoz-zookeeper-1
+  zookeeper-2:
+    name: signoz-zookeeper-2
+  zookeeper-3:
+    name: signoz-zookeeper-3
diff --git a/deploy/docker/docker-compose.testing.yaml b/deploy/docker/docker-compose.testing.yaml
index c4bb825273..f9743ff9f4 100644
--- a/deploy/docker/docker-compose.testing.yaml
+++ b/deploy/docker/docker-compose.testing.yaml
@@ -85,7 +85,7 @@ services:
       - "2888:2888"
       - "3888:3888"
     volumes:
-      - ./clickhouse-setup/data/zookeeper-1:/bitnami/zookeeper
+      - zookeeper-1:/bitnami/zookeeper
     environment:
       - ZOO_SERVER_ID=1
       - ALLOW_ANONYMOUS_LOGIN=yes
@@ -105,7 +105,7 @@ services:
       - ../common/clickhouse/custom-function.xml:/etc/clickhouse-server/custom-function.xml
       - ../common/clickhouse/user_scripts:/var/lib/clickhouse/user_scripts/
       - ../common/clickhouse/cluster.xml:/etc/clickhouse-server/config.d/cluster.xml
-      - ./clickhouse-setup/data/clickhouse/:/var/lib/clickhouse/
+      - clickhouse:/var/lib/clickhouse/
       # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
   alertmanager:
     <<: *common
@@ -115,7 +115,7 @@ services:
       - --queryService.url=http://query-service:8085
       - --storage.path=/data
     volumes:
-      - ./clickhouse-setup/data/alertmanager:/data
+      - alertmanager:/data
     depends_on:
       query-service:
         condition: service_healthy
@@ -134,7 +134,7 @@ services:
     volumes:
       - ../common/signoz/prometheus.yml:/root/config/prometheus.yml
       - ../common/dashboards:/root/config/dashboards
-      - ./clickhouse-setup/data/signoz/:/var/lib/signoz/
+      - sqlite:/var/lib/signoz/
     environment:
       - ClickHouseUrl=tcp://clickhouse:9000
       - ALERTMANAGER_API_PREFIX=http://alertmanager:9093/api/
@@ -211,3 +211,13 @@ services:
 networks:
   signoz-net:
     name: signoz-net
+
+volumes:
+  alertmanager:
+    name: signoz-alertmanager
+  clickhouse:
+    name: signoz-clickhouse
+  sqlite:
+    name: signoz-sqlite
+  zookeeper-1:
+    name: signoz-zookeeper-1
diff --git a/deploy/docker/docker-compose.yaml b/deploy/docker/docker-compose.yaml
index 903cece5f8..6a5d110237 100644
--- a/deploy/docker/docker-compose.yaml
+++ b/deploy/docker/docker-compose.yaml
@@ -85,7 +85,7 @@ services:
     #   - "2888:2888"
     #   - "3888:3888"
     volumes:
-      - ./clickhouse-setup/data/zookeeper-1:/bitnami/zookeeper
+      - zookeeper-1:/bitnami/zookeeper
     environment:
       - ZOO_SERVER_ID=1
       - ALLOW_ANONYMOUS_LOGIN=yes
@@ -105,7 +105,7 @@ services:
       - ../common/clickhouse/custom-function.xml:/etc/clickhouse-server/custom-function.xml
       - ../common/clickhouse/user_scripts:/var/lib/clickhouse/user_scripts/
       - ../common/clickhouse/cluster.xml:/etc/clickhouse-server/config.d/cluster.xml
-      - ./clickhouse-setup/data/clickhouse/:/var/lib/clickhouse/
+      - clickhouse:/var/lib/clickhouse/
       # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
   alertmanager:
     <<: *common
@@ -115,7 +115,7 @@ services:
       - --queryService.url=http://query-service:8085
       - --storage.path=/data
     volumes:
-      - ./clickhouse-setup/data/alertmanager:/data
+      - alertmanager:/data
     depends_on:
       query-service:
         condition: service_healthy
@@ -133,7 +133,7 @@ services:
     volumes:
       - ../common/signoz/prometheus.yml:/root/config/prometheus.yml
       - ../common/dashboards:/root/config/dashboards
-      - ./clickhouse-setup/data/signoz/:/var/lib/signoz/
+      - sqlite:/var/lib/signoz/
     environment:
       - ClickHouseUrl=tcp://clickhouse:9000
       - ALERTMANAGER_API_PREFIX=http://alertmanager:9093/api/
@@ -209,3 +209,13 @@ services:
 networks:
   signoz-net:
     name: signoz-net
+
+volumes:
+  alertmanager:
+    name: signoz-alertmanager
+  clickhouse:
+    name: signoz-clickhouse
+  sqlite:
+    name: signoz-sqlite
+  zookeeper-1:
+    name: signoz-zookeeper-1
diff --git a/scripts/volume-migration/migrate.sh b/scripts/volume-migration/migrate.sh
new file mode 100755
index 0000000000..f6d33b8123
--- /dev/null
+++ b/scripts/volume-migration/migrate.sh
@@ -0,0 +1,593 @@
+#! /bin/bash
+readonly NAME="volume-migration"
+readonly DOCKER_COMPOSE_DIR="deploy/docker"
+readonly DOCKER_SWARM_COMPOSE_DIR="deploy/docker-swarm"
+readonly STANDALONE_DATA_DIR="${DOCKER_COMPOSE_DIR}/clickhouse-setup/data"
+readonly SWARM_DATA_DIR="${DOCKER_SWARM_COMPOSE_DIR}/clickhouse-setup/data"
+readonly SIGNOZ_NETWORK="signoz-net"
+readonly SIGNOZ_NETWORK_OLD="clickhouse-setup_default"
+
+# Exit on error, undefined variables, and pipe failures
+set -uo pipefail
+
+################################################################################
+## Global Variables
+################################################################################
+
+# Runtime variables
+SCRIPT_PATH=$(readlink -f "$0")
+BASE_DIR=$(dirname "${SCRIPT_PATH}")
+
+# Command line arguments
+DOCKER_COMPOSE_CMD="docker compose"
+DEPLOYMENT_TYPE=""
+MIGRATION_COMPONENT=""
+OPERATION=""
+# SIGNOZ_ROOT_DIR="${HOME}/signoz"
+SIGNOZ_ROOT_DIR="${BASE_DIR}/../.."
+SILENT="false"
+
+################################################################################
+## Helper Functions
+################################################################################
+
+##############################################################################
+# Prints help message
+# Arguments:
+#   None
+# Outputs:
+#   Help text to stdout
+##############################################################################
+help() {
+  printf "NAME\n"
+  printf "\t%s - Migrate data from bind mounts to Docker volumes\n\n" "${NAME}"
+  printf "USAGE\n"
+  printf "\t%s [-d deployment-type] [-m migration-component] [-o operation] [-p signoz-root-dir] [-s silent] [-h]\n\n" "${NAME}"
+  printf "OPTIONS:\n"
+  printf "\t-d\tDeployment type (standalone, swarm)\n"
+  printf "\t-m\tMigration component (all, clickhouse, zookeeper, signoz, alertmanager)\n"
+  printf "\t-o\tOperation (migrate, post-migrate)\n"
+  printf "\t-p\tSignoz root directory (default: ~/signoz)\n"
+  printf "\t-s\tSilent mode (true, false)\n"
+  printf "\t-h\tShow this help message\n"
+}
+
+##############################################################################
+# Prints message to stdout if silent mode is not enabled.
+# Arguments:
+#   Message
+# Outputs:
+#   Message to stdout
+##############################################################################
+print() {
+  if [[ "${SILENT}" == "true" ]]; then
+    return
+  fi
+  echo "${NAME}: $*"
+}
+
+##############################################################################
+# Prints error message to stderr
+# Arguments:
+#   Error message
+# Outputs:
+#   Error message to stderr
+##############################################################################
+err() {
+  echo "${NAME}: $*" >&2
+}
+
+##############################################################################
+# Check if docker is available
+# Arguments:
+#   None
+# Returns:
+#   None
+##############################################################################
+docker_check() {
+  if ! command -v docker >/dev/null 2>&1; then
+    err "Docker is not available, are you sure you have SigNoz already installed using Docker?"
+    exit 1
+  fi
+}
+
+##############################################################################
+# Get the docker compose command
+# Arguments:
+#   None
+# Returns:
+#   docker compose if available, otherwise docker-compose
+##############################################################################
+docker_compose_cmd() {
+  if docker compose version >/dev/null 2>&1; then
+    echo 'docker compose'
+  else
+    echo 'docker-compose'
+  fi
+}
+
+##############################################################################
+# Start standalone services
+# Arguments:
+#   deployment_type (standalone, swarm)
+#   signoz_root_dir (defaults to the SigNoz root directory)
+# Returns:
+#   None
+##############################################################################
+start_services() {
+  local deployment_type=$1
+  local signoz_root_dir=$2
+  local compose_dir
+
+  compose_dir=$(get_compose_dir "${deployment_type}" "${signoz_root_dir}")
+  if [[ "${deployment_type}" == "standalone" ]]; then
+    print "Starting Docker Standalone services"
+    ${DOCKER_COMPOSE_CMD} -f "${compose_dir}/docker-compose.yaml" up -d --remove-orphans
+  elif [[ "${deployment_type}" == "swarm" ]]; then
+    print "Starting Docker Swarm services"
+    docker stack deploy -c "${compose_dir}/docker-compose.yaml" signoz
+  fi
+}
+
+##############################################################################
+# Docker network check
+# Arguments:
+#   network name
+# Returns:
+#   0 if network exists, 1 if network does not exist
+##############################################################################
+docker_network_check() {
+  local network=$1
+  local exit_status=1
+  if ! docker network inspect "${network}" >/dev/null 2>&1; then
+    exit_status=0
+  fi
+  return "${exit_status}"
+}
+
+##############################################################################
+# Cleanup Docker Standalone
+# Arguments:
+#   compose_dir path to the compose directory
+# Returns:
+#   None
+##############################################################################
+cleanup_standalone() {
+  local compose_dir=$1
+  local container_using_signoz_net=""
+  local containers_array=()
+  local signoz_network
+
+  print "Stopping Docker Standalone services"
+  ${DOCKER_COMPOSE_CMD} -f "${compose_dir}/docker-compose.yaml" down
+  print "Cleaning up all containers and networks associated to old clickhouse-setup project"
+  docker ps -q --filter "label=com.docker.compose.project=clickhouse-setup" | xargs docker stop >/dev/null 2>&1
+  docker ps -aq --filter "label=com.docker.compose.project=clickhouse-setup" | xargs docker rm >/dev/null 2>&1
+
+  if ! docker_network_check "${SIGNOZ_NETWORK}"; then
+    signoz_network="${SIGNOZ_NETWORK}"
+  elif ! docker_network_check "${SIGNOZ_NETWORK_OLD}"; then
+    signoz_network="${SIGNOZ_NETWORK_OLD}"
+  else
+    print "no signoz network found, skipping standalone cleanup"
+    return 0
+  fi
+
+  container_using_signoz_net=$(docker network inspect "${signoz_network}" --format '{{ range $key, $value := .Containers }}{{printf "%s " .Name}}{{ end }}')
+  IFS=" " read -ra containers_array <<<"${container_using_signoz_net}"
+  for container in "${containers_array[@]}"; do
+    docker stop "${container}" >/dev/null 2>&1
+    docker rm "${container}" >/dev/null 2>&1
+  done
+  docker network rm "${signoz_network}" >/dev/null 2>&1
+}
+
+##############################################################################
+# Cleanup Docker Swarm
+# Arguments:
+#   compose_dir path to the compose directory
+# Returns:
+#   None
+##############################################################################
+cleanup_swarm() {
+  local compose_dir=$1
+  print "Stopping Docker Swarm services"
+  docker stack rm -c "${compose_dir}/docker-compose.yaml" signoz
+}
+
+##############################################################################
+# Stop services in Docker Standalone and Swarm
+# Arguments:
+#   deployment_type (standalone, swarm)
+#   signoz_root_dir (default: ~/signoz)
+# Returns:
+#   None
+##############################################################################
+stop_services() {
+  local deployment_type=$1
+  local signoz_root_dir=$2
+  local compose_dir
+
+  compose_dir=$(get_compose_dir "${deployment_type}" "${signoz_root_dir}")
+
+  if [[ "${deployment_type}" == "standalone" ]]; then
+    cleanup_standalone "${compose_dir}"
+  elif [[ "${deployment_type}" == "swarm" ]]; then
+    cleanup_swarm "${compose_dir}"
+  fi
+}
+
+##############################################################################
+# Get the compose directory
+# Arguments:
+#   deployment_type       (standalone, swarm)
+#   signoz_root_directory (default: ~/signoz)
+# Returns:
+#   compose directory
+##############################################################################
+get_compose_dir() {
+  local deployment_type=$1
+  local signoz_root_dir=$2
+
+  if [[ "${deployment_type}" == "standalone" ]]; then
+    echo "${signoz_root_dir}/${DOCKER_COMPOSE_DIR}"
+  elif [[ "${deployment_type}" == "swarm" ]]; then
+    echo "${signoz_root_dir}/${DOCKER_SWARM_COMPOSE_DIR}"
+  fi
+}
+
+##############################################################################
+# Get the data directory
+# Arguments:
+#   deployment_type         (standalone, swarm)
+#   signoz_root_directory  (default: ~/signoz)
+# Returns:
+#   data directory
+##############################################################################
+get_data_dir() {
+  local deployment_type=$1
+  local signoz_root_dir=$2
+
+  if [[ "${deployment_type}" == "standalone" ]]; then
+    echo "${signoz_root_dir}/${STANDALONE_DATA_DIR}"
+  elif [[ "${deployment_type}" == "swarm" ]]; then
+    echo "${signoz_root_dir}/${SWARM_DATA_DIR}"
+  fi
+}
+
+################################################################################
+## Component Functions
+################################################################################
+
+migrate_clickhouse() {
+  local data_dir=$1
+  local uidgid="101:101"
+  migrate "clickhouse" "${data_dir}/clickhouse" "signoz-clickhouse" "${uidgid}"
+  if [[ -f "${data_dir}/clickhouse-2/uuid" ]]; then
+    migrate "clickhouse-2" "${data_dir}/clickhouse-2" "signoz-clickhouse-2" "${uidgid}"
+  fi
+  if [[ -f "${data_dir}/clickhouse-3/uuid" ]]; then
+    migrate "clickhouse-3" "${data_dir}/clickhouse-3" "signoz-clickhouse-3" "${uidgid}"
+  fi
+}
+
+migrate_zookeeper() {
+  local data_dir=$1
+  local uidgid="1000:1000"
+  migrate "zookeeper" "${data_dir}/zookeeper-1" "signoz-zookeeper-1" "${uidgid}"
+  if [[ -d "${data_dir}/zookeeper-2/data" ]]; then
+    migrate "zookeeper-2" "${data_dir}/zookeeper-2" "signoz-zookeeper-2" "${uidgid}"
+  fi
+  if [[ -d "${data_dir}/zookeeper-3/data" ]]; then
+    migrate "zookeeper-3" "${data_dir}/zookeeper-3" "signoz-zookeeper-3" "${uidgid}"
+  fi
+}
+
+migrate_signoz() {
+  local data_dir=$1
+  migrate "signoz" "${data_dir}/signoz" "signoz-sqlite" ""
+}
+
+migrate_alertmanager() {
+  local data_dir=$1
+  migrate "alertmanager" "${data_dir}/alertmanager" "signoz-alertmanager" ""
+}
+
+post_migrate_clickhouse() {
+  local data_dir=$1
+
+  post_migrate "clickhouse" "${data_dir}/clickhouse"
+  if [[ -d "${data_dir}/clickhouse-2" ]]; then
+    post_migrate "clickhouse-2" "${data_dir}/clickhouse-2"
+  fi
+  if [[ -d "${data_dir}/clickhouse-3" ]]; then
+    post_migrate "clickhouse-3" "${data_dir}/clickhouse-3"
+  fi
+}
+
+post_migrate_zookeeper() {
+  local data_dir=$1
+
+  post_migrate "zookeeper" "${data_dir}/zookeeper-1"
+  if [[ -d "${data_dir}/zookeeper-2" ]]; then
+    post_migrate "zookeeper-2" "${data_dir}/zookeeper-2"
+  fi
+  if [[ -d "${data_dir}/zookeeper-3" ]]; then
+    post_migrate "zookeeper-3" "${data_dir}/zookeeper-3"
+  fi
+}
+
+post_migrate_signoz() {
+  local data_dir=$1
+  post_migrate "signoz" "${data_dir}/signoz"
+}
+
+post_migrate_alertmanager() {
+  local data_dir=$1
+  post_migrate "alertmanager" "${data_dir}/alertmanager"
+}
+
+################################################################################
+## Main Functions
+################################################################################
+
+##############################################################################
+# Migrate data from bind mounts to new volume
+# Arguments:
+#   migration_component component name: all, clickhouse, zookeeper, signoz, alertmanager
+#   bind_mounts path to the directory of the bind mounts
+#   new_volume name of the new volume
+# Returns:
+#   None
+##############################################################################
+migrate() {
+  local migration_component=$1
+  local bind_mounts=$2
+  local new_volume=$3
+  local owner_uidgid=$4
+  local commands=""
+
+  echo "Creating new volume ${new_volume}"
+  docker volume create "${new_volume}" --label "com.docker.compose.project=signoz" >/dev/null 2>&1
+
+  echo "Migrating ${migration_component} from bind mounts to the new volume ${new_volume}"
+  if [[ "${migration_component}" == "clickhouse" ]]; then
+    echo "Please be patient, this may take a while for clickhouse migration..."
+  fi
+  if [[ -n "${owner_uidgid}" ]]; then
+    commands="cp -rp /data/* /volume; chown -R ${owner_uidgid} /volume"
+  else
+    commands="cp -rp /data/* /volume"
+  fi
+  if docker run --rm -v "${bind_mounts}":/data -v "${new_volume}":/volume alpine sh -c "${commands}" 2>&1; then
+    echo "Migration of ${migration_component} from bind mounts to the new volume ${new_volume} completed successfully"
+  else
+    echo "Migration of ${migration_component} from bind mounts to the new volume ${new_volume} failed"
+    exit 1
+  fi
+}
+
+##############################################################################
+# Post-migration cleanup
+# Arguments:
+#   migration_component component name: clickhouse, zookeeper, signoz, alertmanager
+#   data_dir path to the directory of the data
+# Returns:
+#   None
+##############################################################################
+post_migrate() {
+  local migration_component=$1
+  local data_dir=$2
+  echo "Running post-migration cleanup for ${migration_component}"
+  if [[ "${migration_component}" == "clickhouse" ]]; then
+    echo "Please be patient, this may take a while for clickhouse post-migration cleanup..."
+  fi
+  if docker run --rm -v "${data_dir}":/data alpine sh -c "rm -rf /data/*" 2>&1; then
+    echo "Post-migration cleanup for ${migration_component} completed successfully"
+  else
+    echo "Post-migration cleanup for ${migration_component} failed"
+    exit 1
+  fi
+}
+
+##############################################################################
+# Run the migration
+# Arguments:
+#   deployment_type deployment type (standalone, swarm)
+#   migration_component migration component (all, clickhouse, zookeeper, signoz, alertmanager)
+#   signoz_root_dir signoz root directory (default: ~/signoz)
+# Returns:
+#   None
+##############################################################################
+run_migration() {
+  local deployment_type=$1
+  local migration_component=$2
+  local signoz_root_dir=$3
+  local data_dir
+
+  data_dir=$(get_data_dir "${deployment_type}" "${signoz_root_dir}")
+
+  stop_services "${deployment_type}" "${signoz_root_dir}"
+
+  case "${migration_component}" in
+    "all")
+      migrate_clickhouse "${data_dir}"
+      migrate_zookeeper "${data_dir}"
+      migrate_signoz "${data_dir}"
+      migrate_alertmanager "${data_dir}"
+      ;;
+    "clickhouse")
+      migrate_clickhouse "${data_dir}"
+      ;;
+    "zookeeper")
+      migrate_zookeeper "${data_dir}"
+      ;;
+    "signoz")
+      migrate_signoz "${data_dir}"
+      ;;
+    "alertmanager")
+      migrate_alertmanager "${data_dir}"
+      ;;
+    *)
+      help
+      exit 1
+      ;;
+  esac
+
+  start_services "${deployment_type}" "${signoz_root_dir}"
+}
+
+################################################################################
+# Run post-migration cleanup
+# Arguments:
+#   deployment_type deployment type (standalone, swarm)
+#   migration_component migration component (all, clickhouse, zookeeper, signoz, alertmanager)
+#   signoz_root_dir signoz root directory (default: ~/signoz)
+# Returns:
+#   None
+################################################################################
+run_post_migration() {
+  local deployment_type=$1
+  local migration_component=$2
+  local signoz_root_dir=$3
+  local data_dir
+  data_dir=$(get_data_dir "${deployment_type}" "${signoz_root_dir}")
+
+  case "${migration_component}" in
+    "all")
+      post_migrate_clickhouse "${data_dir}"
+      post_migrate_zookeeper "${data_dir}"
+      post_migrate_signoz "${data_dir}"
+      post_migrate_alertmanager "${data_dir}"
+      ;;
+    "clickhouse")
+      post_migrate_clickhouse "${data_dir}"
+      ;;
+    "zookeeper")
+      post_migrate_zookeeper "${data_dir}"
+      ;;
+    "signoz")
+      post_migrate_signoz "${data_dir}"
+      ;;
+    "alertmanager")
+      post_migrate_alertmanager "${data_dir}"
+      ;;
+    *)
+      help
+      exit 1
+      ;;
+  esac
+}
+
+################################################################################
+## Argument Parsing
+################################################################################
+
+##############################################################################
+# Parse command line arguments
+# Arguments:
+#   None
+# Returns:
+#   0 on success, non-zero on failure
+##############################################################################
+parse_args() {
+  while getopts 'd:m:o:p:sh' opt; do
+    case "${opt}" in
+      d)
+        DEPLOYMENT_TYPE="${OPTARG}"
+        ;;
+      m)
+        MIGRATION_COMPONENT="${OPTARG}"
+        ;;
+      o)
+        OPERATION="${OPTARG}"
+        ;;
+      p)
+        SIGNOZ_ROOT_DIR="${OPTARG}"
+        ;;
+      s)
+        SILENT="true"
+        ;;
+      h)
+        help
+        exit 0
+        ;;
+      ?)
+        err "Invalid option."
+        err "For help, run: $0 -h"
+        exit 1
+        ;;
+      *)
+        err "Unknown error while processing options"
+        exit 1
+        ;;
+    esac
+  done
+
+  # Validate required arguments
+  if [[ -z "${DEPLOYMENT_TYPE}" ]]; then
+    err "Deployment type (-d) is required"
+    return 1
+  fi
+
+  if [[ -z "${MIGRATION_COMPONENT}" ]]; then
+    err "Migration type (-m) is required"
+    return 1
+  fi
+
+  if [[ -z "${OPERATION}" ]]; then
+    err "Operation (-o) is required"
+    return 1
+  fi
+
+  # Validate argument values
+  if [[ "${DEPLOYMENT_TYPE}" != "standalone" && "${DEPLOYMENT_TYPE}" != "swarm" ]]; then
+    err "Invalid deployment type: ${DEPLOYMENT_TYPE}. Must be one of: standalone, swarm"
+    return 1
+  fi
+
+  if [[ "${MIGRATION_COMPONENT}" != "all" &&
+    "${MIGRATION_COMPONENT}" != "clickhouse" &&
+    "${MIGRATION_COMPONENT}" != "zookeeper" &&
+    "${MIGRATION_COMPONENT}" != "signoz" &&
+    "${MIGRATION_COMPONENT}" != "alertmanager" ]]; then
+    err "Invalid migration type: ${MIGRATION_COMPONENT}. Must be one of: all, clickhouse, zookeeper, signoz, alertmanager"
+    return 1
+  fi
+
+  if [[ "${OPERATION}" != "migrate" && "${OPERATION}" != "post-migrate" ]]; then
+    err "Invalid operation: ${OPERATION}. Must be one of: migrate, post-migrate"
+    return 1
+  fi
+
+  return 0
+}
+
+################################################################################
+## Main Script
+################################################################################
+
+main() {
+  local parse_status
+  # Parse command line arguments
+  parse_args "$@"
+  parse_status=$?
+
+  if [[ "${parse_status}" -ne 0 ]]; then
+    err "Failed to parse command line arguments"
+    exit "${parse_status}"
+  fi
+
+  docker_check
+  DOCKER_COMPOSE_CMD=$(docker_compose_cmd)
+
+  # Execute migration or post-migration
+  if [[ "${OPERATION}" == "migrate" ]]; then
+    run_migration "${DEPLOYMENT_TYPE}" "${MIGRATION_COMPONENT}" "${SIGNOZ_ROOT_DIR}"
+  elif [[ "${OPERATION}" == "post-migrate" ]]; then
+    run_post_migration "${DEPLOYMENT_TYPE}" "${MIGRATION_COMPONENT}" "${SIGNOZ_ROOT_DIR}"
+  fi
+}
+
+# Execute main function
+main "$@"