diff --git a/CHANGELOG.md b/CHANGELOG.md
index 95ad15737ba87..38621c6b6c644 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,13 +3,18 @@ All notable changes to this project are documented in this file.
 
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). See the [CONTRIBUTING guide](./CONTRIBUTING.md#Changelog) for instructions on how to add changelog entries.
 
-## [Unreleased 2.x]
+## [Unreleased 4.9.x]
 ### Added
 
+- [Amazon Security Lake integration as source](https://github.com/wazuh/wazuh-indexer/issues/128)
+- [Splunk, OpenSearch and Elastic integrations](https://github.com/wazuh/wazuh-indexer/issues/250)
+
 ### Dependencies
 
 ### Changed
 
+- [Wazuh indexer fork update](https://github.com/wazuh/wazuh-indexer/issues/54)
+
 ### Deprecated
 
 ### Removed
@@ -18,4 +23,4 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 
 ### Security
 
-[Unreleased 2.x]: https://github.com/opensearch-project/OpenSearch/compare/2.12...2.x
+[Unreleased 4.9.x]: https://github.com/wazuh/wazuh-indexer/compare/BASE...4.9.0
diff --git a/distribution/packages/src/common/systemd/wazuh-indexer.service b/distribution/packages/src/common/systemd/wazuh-indexer.service
index 093890ac0e79c..d4171152df3ca 100644
--- a/distribution/packages/src/common/systemd/wazuh-indexer.service
+++ b/distribution/packages/src/common/systemd/wazuh-indexer.service
@@ -59,7 +59,7 @@ SendSIGKILL=no
 SuccessExitStatus=143
 
 # Allow a slow startup before the systemd notifier module kicks in to extend the timeout
-TimeoutStartSec=75
+TimeoutStartSec=180
 
 [Install]
 WantedBy=multi-user.target
diff --git a/distribution/packages/src/rpm/init.d/wazuh-indexer b/distribution/packages/src/rpm/init.d/wazuh-indexer
index 218519f204a64..c29a1068bdf88 100644
--- a/distribution/packages/src/rpm/init.d/wazuh-indexer
+++ b/distribution/packages/src/rpm/init.d/wazuh-indexer
@@ -47,7 +47,7 @@ if [ -f "$OPENSEARCH_ENV_FILE" ]; then
     . "$OPENSEARCH_ENV_FILE"
 fi
 
-exec="$OPENSEARCH_HOME/bin/wazuh-indexer"
+exec="$OPENSEARCH_HOME/bin/opensearch"
 prog="wazuh-indexer"
 pidfile="$PID_DIR/${prog}.pid"
 
diff --git a/distribution/packages/src/rpm/wazuh-indexer.rpm.spec b/distribution/packages/src/rpm/wazuh-indexer.rpm.spec
index b8af1bfec204b..affba09fcf4ca 100644
--- a/distribution/packages/src/rpm/wazuh-indexer.rpm.spec
+++ b/distribution/packages/src/rpm/wazuh-indexer.rpm.spec
@@ -109,6 +109,7 @@ set -- "$@" "%%dir /usr/lib/tmpfiles.d"
 set -- "$@" "%%dir /usr/share"
 set -- "$@" "%%dir /var"
 set -- "$@" "%%dir /var/run"
+set -- "$@" "%%dir /var/run/%{name}"
 set -- "$@" "%%dir /run"
 set -- "$@" "%%dir /var/lib"
 set -- "$@" "%%dir /var/log"
@@ -175,8 +176,8 @@ exit 0
 
 %post
 set -e
-chown -R %{name}.%{name} %{config_dir}
-chown -R %{name}.%{name} %{log_dir}
+chown -R %{name}:%{name} %{config_dir}
+chown -R %{name}:%{name} %{log_dir}
 
 # Apply PerformanceAnalyzer Settings
 chmod a+rw /tmp
@@ -233,7 +234,7 @@ exit 0
 # Service files
 %attr(0644, root, root) %{_prefix}/lib/systemd/system/%{name}.service
 %attr(0644, root, root) %{_prefix}/lib/systemd/system/%{name}-performance-analyzer.service
-%attr(0644, root, root) %{_sysconfdir}/init.d/%{name}
+%attr(0750, root, root) %{_sysconfdir}/init.d/%{name}
 %attr(0644, root, root) %config(noreplace) %{_prefix}/lib/sysctl.d/%{name}.conf
 %attr(0644, root, root) %config(noreplace) %{_prefix}/lib/tmpfiles.d/%{name}.conf
 
diff --git a/docker/dev/images/Dockerfile b/docker/dev/images/Dockerfile
index 3e03f65bd8599..e34202688c492 100644
--- a/docker/dev/images/Dockerfile
+++ b/docker/dev/images/Dockerfile
@@ -1,4 +1,4 @@
-FROM gradle:jdk21-alpine AS builder
+FROM gradle:8.7.0-jdk21-alpine AS builder
 USER gradle
 WORKDIR /home/wazuh-indexer
 COPY --chown=gradle:gradle . /home/wazuh-indexer
diff --git a/integrations/.gitignore b/integrations/.gitignore
index a9728d8767e3a..49aa039cc7e32 100644
--- a/integrations/.gitignore
+++ b/integrations/.gitignore
@@ -1,2 +1,3 @@
 external
-docker/certs
\ No newline at end of file
+docker/certs
+docker/config
diff --git a/integrations/README.md b/integrations/README.md
index 6adfb27c64305..bab4504f78324 100644
--- a/integrations/README.md
+++ b/integrations/README.md
@@ -14,14 +14,13 @@ and combines security data from AWS and a broad range of enterprise security dat
 
 Refer to these documents for more information about this integration:
 
-* [User Guide](./amazon-security-lake/README.md).
-* [Developer Guide](./amazon-security-lake/CONTRIBUTING.md).
-
+- [User Guide](./amazon-security-lake/README.md).
+- [Developer Guide](./amazon-security-lake/CONTRIBUTING.md).
 
 ### Other integrations
 
 We host development environments to support the following integrations:
 
-* [Splunk](./splunk/README.md).
-* [Elasticsearch](./elastic/README.md).
-* [OpenSearch](./opensearch/README.md).
+- [Splunk](./splunk/README.md).
+- [Elasticsearch](./elastic/README.md).
+- [OpenSearch](./opensearch/README.md).
diff --git a/integrations/amazon-security-lake/CONTRIBUTING.md b/integrations/amazon-security-lake/CONTRIBUTING.md
index 6dc91e1ece047..1d8132d814c73 100644
--- a/integrations/amazon-security-lake/CONTRIBUTING.md
+++ b/integrations/amazon-security-lake/CONTRIBUTING.md
@@ -16,21 +16,18 @@ This Docker Compose project will bring up these services:
 - our [events generator](../tools/events-generator/README.md)
 - an AWS Lambda Python container.
 
-On the one hand, the event generator will push events constantly to the indexer, to the `wazuh-alerts-4.x-sample` index by default (refer to the [events generator](../tools/events-generator/README.md) documentation for customization options). On the other hand, Logstash will query for new data and deliver it to output configured in the pipeline, which can be one of `indexer-to-s3` or `indexer-to-file`.
+On the one hand, the event generator will push events constantly to the indexer, to the `wazuh-alerts-4.x-sample` index by default (refer to the [events generator](../tools/events-generator/README.md) documentation for customization options). On the other hand, Logstash will query for new data and deliver it to output configured in the pipeline `indexer-to-s3`. This pipeline delivers the data to an S3 bucket, from which the data is processed using a Lambda function, to finally be sent to the Amazon Security Lake bucket in Parquet format.
 
-The `indexer-to-s3` pipeline is the method used by the integration. This pipeline delivers the data to an S3 bucket, from which the data is processed using a Lambda function, to finally be sent to the Amazon Security Lake bucket in Parquet format.
-
-
-Attach a terminal to the container and start the integration by starting Logstash, as follows:
+The pipeline starts automatically, but if you need to start it manually, attach a terminal to the Logstash container and start the integration using the command below:
 
 ```console
-/usr/share/logstash/bin/logstash -f /usr/share/logstash/pipeline/indexer-to-s3.conf --path.settings /etc/logstash
+/usr/share/logstash/bin/logstash -f /usr/share/logstash/pipeline/indexer-to-s3.conf
 ```
 
 After 5 minutes, the first batch of data will show up in http://localhost:9444/ui/wazuh-aws-security-lake-raw. You'll need to invoke the Lambda function manually, selecting the log file to process.
 
 ```bash
-bash amazon-security-lake/src/invoke-lambda.sh <file>
+bash amazon-security-lake/invoke-lambda.sh <file>
 ```
 
 Processed data will be uploaded to http://localhost:9444/ui/wazuh-aws-security-lake-parquet. Click on any file to download it, and check it's content using `parquet-tools`. Just make sure of installing the virtual environment first, through [requirements.txt](./requirements.txt).
@@ -56,4 +53,3 @@ See [README.md](README.md). The instructions on that section have been based on
 **Docker is required**.
 
 The [Makefile](./Makefile) in this folder automates the generation of a zip deployment package containing the source code and the required dependencies for the AWS Lambda function. Simply run `make` and it will generate the `wazuh_to_amazon_security_lake.zip` file. The main target runs a Docker container to install the Python3 dependencies locally, and zips the source code and the dependencies together.
-
diff --git a/integrations/amazon-security-lake/Dockerfile b/integrations/amazon-security-lake/Dockerfile
index 41fc87679734b..7039c2b935de8 100644
--- a/integrations/amazon-security-lake/Dockerfile
+++ b/integrations/amazon-security-lake/Dockerfile
@@ -1,46 +1,17 @@
-# MULTI-STAGE build
+# docker build --platform linux/amd64 --no-cache -f aws-lambda.dockerfile -t docker-image:test .
+# docker run --platform linux/amd64 -p 9000:8080 docker-image:test
 
-FROM python:3.9 as builder
-# Create a virtualenv for dependencies. This isolates these packages from
-# system-level packages.
-RUN python3 -m venv /env
-# Setting these environment variables are the same as running
-# source /env/bin/activate.
-ENV VIRTUAL_ENV /env
-ENV PATH /env/bin:$PATH
-# Copy the application's requirements.txt and run pip to install all
-# dependencies into the virtualenv.
-COPY requirements.txt /app/requirements.txt
-RUN pip install -r /app/requirements.txt
+# FROM public.ecr.aws/lambda/python:3.9
+FROM amazon/aws-lambda-python:3.12
 
+# Copy requirements.txt
+COPY requirements.aws.txt ${LAMBDA_TASK_ROOT}
 
-FROM python:3.9
-ENV LOGSTASH_KEYSTORE_PASS="SecretPassword"
-# Add the application source code.
-COPY --chown=logstash:logstash ./src /home/app
-# Add execution persmissions.
-RUN chmod a+x /home/app/lambda_function.py
-# Copy the application's dependencies.
-COPY --from=builder /env /env
+# Install the specified packages
+RUN pip install -r requirements.aws.txt
 
-# Install Logstash
-RUN apt-get update && apt-get install -y iputils-ping wget gpg apt-transport-https
-RUN wget -qO - https://artifacts.elastic.co/GPG-KEY-elasticsearch | gpg --dearmor -o /usr/share/keyrings/elastic-keyring.gpg && \
-    echo "deb [signed-by=/usr/share/keyrings/elastic-keyring.gpg] https://artifacts.elastic.co/packages/8.x/apt stable main" | tee -a /etc/apt/sources.list.d/elastic-8.x.list && \
-    apt-get update && apt install -y logstash
-# Install logstash-input-opensearch plugin.
-RUN /usr/share/logstash/bin/logstash-plugin install logstash-input-opensearch
-# Copy the Logstash's ingestion pipelines.
-COPY --chown=logstash:logstash logstash/pipeline /usr/share/logstash/pipeline
-# Grant logstash ownership over its files
-RUN chown --recursive logstash:logstash /usr/share/logstash /etc/logstash /var/log/logstash /var/lib/logstash
+# Copy function code
+COPY src ${LAMBDA_TASK_ROOT}
 
-USER logstash
-# Copy and run the setup.sh script to create and configure a keystore for Logstash.
-COPY --chown=logstash:logstash logstash/setup.sh /usr/share/logstash/bin/setup.sh
-RUN bash /usr/share/logstash/bin/setup.sh
-
-# Disable ECS compatibility
-RUN `echo "pipeline.ecs_compatibility: disabled" >> /etc/logstash/logstash.yml`
-
-WORKDIR /home/app
\ No newline at end of file
+# Set the CMD to your handler (could also be done as a parameter override outside of the Dockerfile)
+CMD [ "lambda_function.lambda_handler" ]
\ No newline at end of file
diff --git a/integrations/amazon-security-lake/README.md b/integrations/amazon-security-lake/README.md
index b071138049b8e..4fa22884909f2 100644
--- a/integrations/amazon-security-lake/README.md
+++ b/integrations/amazon-security-lake/README.md
@@ -90,7 +90,7 @@ Follow the [official documentation](https://docs.aws.amazon.com/lambda/latest/dg
 - Configure the runtime to have 512 MB of memory and 30 seconds timeout.
 - Configure a trigger so every object with `.txt` extension uploaded to the S3 bucket created previously invokes the Lambda.
   ![AWS Lambda trigger](./images/asl-lambda-trigger.jpeg)
--  Use the [Makefile](./Makefile) to generate the zip package `wazuh_to_amazon_security_lake.zip`, and upload it to the S3 bucket created previously as per [these instructions](https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-package.html#gettingstarted-package-zip). See [CONTRIBUTING](./CONTRIBUTING.md) for details about the Makefile.
+- Use the [Makefile](./Makefile) to generate the zip package `wazuh_to_amazon_security_lake.zip`, and upload it to the S3 bucket created previously as per [these instructions](https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-package.html#gettingstarted-package-zip). See [CONTRIBUTING](./CONTRIBUTING.md) for details about the Makefile.
 - Configure the Lambda with the at least the required _Environment Variables_ below:
 
   | Environment variable | Required | Value                                                                                              |
diff --git a/integrations/amazon-security-lake/aws-lambda.dockerfile b/integrations/amazon-security-lake/aws-lambda.dockerfile
deleted file mode 100644
index 7039c2b935de8..0000000000000
--- a/integrations/amazon-security-lake/aws-lambda.dockerfile
+++ /dev/null
@@ -1,17 +0,0 @@
-# docker build --platform linux/amd64 --no-cache -f aws-lambda.dockerfile -t docker-image:test .
-# docker run --platform linux/amd64 -p 9000:8080 docker-image:test
-
-# FROM public.ecr.aws/lambda/python:3.9
-FROM amazon/aws-lambda-python:3.12
-
-# Copy requirements.txt
-COPY requirements.aws.txt ${LAMBDA_TASK_ROOT}
-
-# Install the specified packages
-RUN pip install -r requirements.aws.txt
-
-# Copy function code
-COPY src ${LAMBDA_TASK_ROOT}
-
-# Set the CMD to your handler (could also be done as a parameter override outside of the Dockerfile)
-CMD [ "lambda_function.lambda_handler" ]
\ No newline at end of file
diff --git a/integrations/amazon-security-lake/invoke-lambda.sh b/integrations/amazon-security-lake/invoke-lambda.sh
index 7d2c379faae12..9ce9b05fbc2f0 100644
--- a/integrations/amazon-security-lake/invoke-lambda.sh
+++ b/integrations/amazon-security-lake/invoke-lambda.sh
@@ -39,4 +39,4 @@ curl -X POST "http://localhost:9000/2015-03-31/functions/function/invocations" -
       }
     }
   ]
-}'
\ No newline at end of file
+}'
diff --git a/integrations/amazon-security-lake/logstash/pipeline/indexer-to-file.conf b/integrations/amazon-security-lake/logstash/pipeline/indexer-to-file.conf
deleted file mode 100644
index 1bee9afc62450..0000000000000
--- a/integrations/amazon-security-lake/logstash/pipeline/indexer-to-file.conf
+++ /dev/null
@@ -1,34 +0,0 @@
-input {
-   opensearch {
-      hosts =>  ["wazuh.indexer:9200"]
-      user  =>  "${INDEXER_USERNAME}"
-      password  =>  "${INDEXER_PASSWORD}"
-      ssl => true
-      ca_file => "/usr/share/logstash/root-ca.pem"
-      index =>  "wazuh-alerts-4.x-*"
-      query =>  '{
-            "query": {
-               "range": {
-                  "@timestamp": {
-                     "gt": "now-1m"
-                  }
-               }
-            }
-      }'
-      schedule => "* * * * *"
-   }
-}
-
-
-output {
-   stdout { 
-      id => "output.stdout"
-      codec => json_lines
-   }
-   file {
-      id => "output.file"
-      path => "/var/log/logstash/indexer-to-file-%{+YYYY-MM-dd-HH}.log"
-      file_mode => 0644
-      codec => json_lines
-   }
-}
diff --git a/integrations/amazon-security-lake/logstash/pipeline/indexer-to-s3.conf b/integrations/amazon-security-lake/logstash/pipeline/indexer-to-s3.conf
index a2446b4d9406e..f1acee7b5c45c 100644
--- a/integrations/amazon-security-lake/logstash/pipeline/indexer-to-s3.conf
+++ b/integrations/amazon-security-lake/logstash/pipeline/indexer-to-s3.conf
@@ -27,19 +27,27 @@ output {
    s3 {
       id => "output.s3"
       access_key_id => "${AWS_ACCESS_KEY_ID}"
-      secret_access_key => "${AWS_SECRET_ACCESS_KEY}"
-      region => "${AWS_REGION}"
-      endpoint => "${AWS_ENDPOINT}"
       bucket => "${S3_BUCKET_RAW}"
       codec => "json_lines"
-      retry_count => 0
-      validate_credentials_on_root_bucket => false
+      encoding => "gzip"
+      endpoint => "${AWS_ENDPOINT}"
       prefix => "%{+YYYY}%{+MM}%{+dd}"
+      region => "${AWS_REGION}"
+      retry_count => 0
+      secret_access_key => "${AWS_SECRET_ACCESS_KEY}"
       server_side_encryption => true
       server_side_encryption_algorithm => "AES256"
+      time_file => 5
+      validate_credentials_on_root_bucket => false
       additional_settings => {
          "force_path_style" => true
       }
-      time_file => 5
+   }
+   file {
+      id => "output.file"
+      path => "/usr/share/logstash/logs/indexer-to-file-%{+YYYY-MM-dd-HH}.log"
+      file_mode => 0644
+      codec => json_lines
+      flush_interval => 30
    }
 }
diff --git a/integrations/amazon-security-lake/logstash/setup.sh b/integrations/amazon-security-lake/logstash/setup.sh
deleted file mode 100644
index 9527f1fa58362..0000000000000
--- a/integrations/amazon-security-lake/logstash/setup.sh
+++ /dev/null
@@ -1,10 +0,0 @@
-#!/usr/bin/bash
-
-# This script creates and configures a keystore for Logstash to store
-# indexer's credentials. NOTE: works only for dockerized logstash.
-#   Source: https://www.elastic.co/guide/en/logstash/current/keystore.html
-
-# Create keystore
-/usr/share/logstash/bin/logstash-keystore create --path.settings /etc/logstash
-echo "admin" | /usr/share/logstash/bin/logstash-keystore add INDEXER_USERNAME --path.settings /etc/logstash
-echo "admin" | /usr/share/logstash/bin/logstash-keystore add INDEXER_PASSWORD --path.settings /etc/logstash
diff --git a/integrations/amazon-security-lake/src/lambda_function.py b/integrations/amazon-security-lake/src/lambda_function.py
index da6f90d6c17d6..e56caa4bf6426 100644
--- a/integrations/amazon-security-lake/src/lambda_function.py
+++ b/integrations/amazon-security-lake/src/lambda_function.py
@@ -2,6 +2,7 @@
 import os
 import urllib.parse
 import json
+import gzip
 import boto3
 import pyarrow as pa
 import pyarrow.parquet as pq
@@ -31,7 +32,7 @@ def get_events(bucket: str, key: str) -> list:
     logger.info(f"Reading {key}.")
     try:
         response = s3_client.get_object(Bucket=bucket, Key=key)
-        data = response['Body'].read().decode('utf-8')
+        data = gzip.decompress(response['Body'].read()).decode('utf-8')
         return data.splitlines()
     except ClientError as e:
         logger.error(
diff --git a/integrations/docker/.env b/integrations/docker/.env
index 00977dd69a894..1ffa39b78b108 100644
--- a/integrations/docker/.env
+++ b/integrations/docker/.env
@@ -4,9 +4,6 @@ ELASTIC_PASSWORD=elastic
 # Password for the 'kibana_system' user (at least 6 characters)
 KIBANA_PASSWORD=elastic
 
-# Version of Elastic products
-STACK_VERSION=8.6.2
-
 # Set the cluster name
 CLUSTER_NAME=elastic
 
@@ -22,8 +19,26 @@ KIBANA_PORT=5602
 # Increase or decrease based on the available host memory (in bytes)
 MEM_LIMIT=1073741824
 
+# Wazuh version
+WAZUH_VERSION=4.8.1
+
+# Wazuh Indexer version (Provisionally using OpenSearch)
+WAZUH_INDEXER_VERSION=2.14.0
+
+# Wazuh Dashboard version (Provisionally using OpenSearch Dashboards)
+WAZUH_DASHBOARD_VERSION=2.14.0
+
+# Wazuh certs generator version
+WAZUH_CERTS_GENERATOR_VERSION=0.0.1
+
 # OpenSearch destination cluster version
 OS_VERSION=2.14.0
 
-# Wazuh version
-WAZUH_VERSION=4.7.5
\ No newline at end of file
+# Logstash version:
+LOGSTASH_OSS_VERSION=8.9.0
+
+# Splunk version:
+SPLUNK_VERSION=9.1.4
+
+# Version of Elastic products
+STACK_VERSION=8.14.3
diff --git a/integrations/docker/compose.amazon-security-lake.yml b/integrations/docker/compose.amazon-security-lake.yml
index 16ee907668a0d..8c9b610b97c6f 100644
--- a/integrations/docker/compose.amazon-security-lake.yml
+++ b/integrations/docker/compose.amazon-security-lake.yml
@@ -1,4 +1,3 @@
-version: "3.8"
 name: "amazon-security-lake"
 
 services:
@@ -13,7 +12,7 @@ services:
     command: bash -c "python run.py -a wazuh.indexer"
 
   wazuh.indexer:
-    image: opensearchproject/opensearch:2.12.0
+    image: opensearchproject/opensearch:${WAZUH_INDEXER_VERSION}
     container_name: wazuh.indexer
     depends_on:
       wazuh-certs-generator:
@@ -22,6 +21,7 @@ services:
     ports:
       - 9200:9200
     environment:
+      - WAZUH_INDEXER_VERSION=${WAZUH_INDEXER_VERSION}
       # - cluster.name=opensearch-cluster
       - node.name=wazuh.indexer
       - discovery.type=single-node
@@ -56,7 +56,7 @@ services:
       - ./certs/root-ca.pem:/usr/share/opensearch/config/root-ca.pem
 
   wazuh.dashboard:
-    image: opensearchproject/opensearch-dashboards:2.12.0
+    image: opensearchproject/opensearch-dashboards:${WAZUH_DASHBOARD_VERSION}
     container_name: wazuh.dashboard
     depends_on:
       - wazuh.indexer
@@ -71,20 +71,24 @@ services:
       - ./certs/wazuh.dashboard.pem:/usr/share/opensearch-dashboards/config/certs/opensearch.pem
       - ./certs/root-ca.pem:/usr/share/opensearch-dashboards/config/certs/root-ca.pem
     environment:
+      WAZUH_DASHBOARD_VERSION: ${WAZUH_DASHBOARD_VERSION}
       OPENSEARCH_HOSTS: '["https://wazuh.indexer:9200"]' # Define the OpenSearch nodes that OpenSearch Dashboards will query
-      SERVER_SSL_ENABLED: 'true'
-      SERVER_SSL_KEY: '/usr/share/opensearch-dashboards/config/certs/opensearch.key'
-      SERVER_SSL_CERTIFICATE: '/usr/share/opensearch-dashboards/config/certs/opensearch.pem'
-      OPENSEARCH_SSL_CERTIFICATEAUTHORITIES: '/usr/share/opensearch-dashboards/config/certs/root-ca.pem'
+      SERVER_SSL_ENABLED: "true"
+      SERVER_SSL_KEY: "/usr/share/opensearch-dashboards/config/certs/opensearch.key"
+      SERVER_SSL_CERTIFICATE: "/usr/share/opensearch-dashboards/config/certs/opensearch.pem"
+      OPENSEARCH_SSL_CERTIFICATEAUTHORITIES: "/usr/share/opensearch-dashboards/config/certs/root-ca.pem"
 
-  wazuh.integration.security.lake:
-    image: wazuh/indexer-security-lake-integration
-    build:
-      context: ../amazon-security-lake
-    container_name: wazuh.integration.security.lake
+  logstash:
     depends_on:
       - wazuh.indexer
-    hostname: wazuh.integration.security.lake
+    # image: wazuh/indexer-security-lake-integration
+    image: logstash-oss:${LOGSTASH_OSS_VERSION}
+    build:
+      context: ../logstash
+      args:
+        - LOGSTASH_OSS_VERSION=${LOGSTASH_OSS_VERSION}
+    # container_name: wazuh.integration.security.lake
+    # hostname: wazuh.integration.security.lake
     environment:
       LOG_LEVEL: trace
       LOGSTASH_KEYSTORE_PASS: "SecretPassword"
@@ -100,11 +104,8 @@ services:
       - "5044:5044"
       - "9600:9600"
     volumes:
-      - ../amazon-security-lake/logstash/pipeline:/usr/share/logstash/pipeline # TODO has 1000:1000. logstash's uid is 999 
+      - ../amazon-security-lake/logstash/pipeline:/usr/share/logstash/pipeline
       - ./certs/root-ca.pem:/usr/share/logstash/root-ca.pem
-      - ../amazon-security-lake/src:/usr/share/logstash/amazon-security-lake # TODO use dedicated folder
-      # - ./credentials:/usr/share/logstash/.aws/credentials # TODO credentials are not commited (missing)
-    command: tail -f /var/log/logstash/logstash-plain.log
 
   s3.ninja:
     image: scireum/s3-ninja:latest
@@ -119,13 +120,10 @@ services:
     image: wazuh/indexer-security-lake-integration:lambda
     build:
       context: ../amazon-security-lake
-      dockerfile: ../amazon-security-lake/aws-lambda.dockerfile
-    container_name: wazuh.integration.security.lake.aws.lambda
-    hostname: wazuh.integration.security.lake.aws.lambda
     environment:
       AWS_ACCESS_KEY_ID: "AKIAIOSFODNN7EXAMPLE"
       AWS_SECRET_ACCESS_KEY: "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY"
-      AWS_REGION: "us-east-1"
+      REGION: "us-east-1"
       AWS_BUCKET: "wazuh-aws-security-lake-parquet"
       S3_BUCKET_OCSF: "wazuh-aws-security-lake-ocsf"
       AWS_ENDPOINT: "http://s3.ninja:9000"
@@ -137,7 +135,7 @@ services:
       - ../amazon-security-lake/src:/var/task
     ports:
       - "9000:8080"
- 
+
   generate-certs-config:
     image: alpine:latest
     volumes:
@@ -159,12 +157,14 @@ services:
       "
 
   wazuh-certs-generator:
-    image: wazuh/wazuh-certs-generator:0.0.1
+    image: wazuh/wazuh-certs-generator:${WAZUH_CERTS_GENERATOR_VERSION}
     hostname: wazuh-certs-generator
     depends_on:
       generate-certs-config:
         condition: service_completed_successfully
     container_name: wazuh-certs-generator
+    environment:
+      - WAZUH_CERTS_GENERATOR_VERSION=${WAZUH_CERTS_GENERATOR_VERSION}
     entrypoint: sh -c "/entrypoint.sh; chown -R 1000:999 /certificates; chmod 740 /certificates; chmod 440 /certificates/*"
     volumes:
       - ./certs/:/certificates/
diff --git a/integrations/docker/compose.indexer-elastic.yml b/integrations/docker/compose.indexer-elastic.yml
index 937d712deee35..fa4f20b8165b3 100644
--- a/integrations/docker/compose.indexer-elastic.yml
+++ b/integrations/docker/compose.indexer-elastic.yml
@@ -11,7 +11,7 @@ services:
     command: bash -c "python run.py -a wazuh.indexer"
 
   wazuh.indexer:
-    image: opensearchproject/opensearch:2.12.0
+    image: opensearchproject/opensearch:${WAZUH_INDEXER_VERSION}
     depends_on:
       wazuh-certs-generator:
         condition: service_completed_successfully
@@ -19,6 +19,7 @@ services:
     ports:
       - 9200:9200
     environment:
+      - WAZUH_INDEXER_VERSION=${WAZUH_INDEXER_VERSION}
       - node.name=wazuh.indexer
       - discovery.type=single-node
       - bootstrap.memory_lock=true
@@ -51,7 +52,7 @@ services:
       - ./certs/root-ca.pem:/usr/share/opensearch/config/root-ca.pem
 
   wazuh.dashboard:
-    image: opensearchproject/opensearch-dashboards:2.12.0
+    image: opensearchproject/opensearch-dashboards:${WAZUH_DASHBOARD_VERSION}
     depends_on:
       - wazuh.indexer
     hostname: wazuh.dashboard
@@ -65,12 +66,13 @@ services:
       - ./certs/wazuh.dashboard.pem:/usr/share/opensearch-dashboards/config/certs/opensearch.pem
       - ./certs/root-ca.pem:/usr/share/opensearch-dashboards/config/certs/root-ca.pem
     environment:
+      WAZUH_DASHBOARD_VERSION: ${WAZUH_DASHBOARD_VERSION}
       OPENSEARCH_HOSTS: '["https://wazuh.indexer:9200"]' # Define the OpenSearch nodes that OpenSearch Dashboards will query
-      SERVER_SSL_ENABLED: 'true'
-      SERVER_SSL_KEY: '/usr/share/opensearch-dashboards/config/certs/opensearch.key'
-      SERVER_SSL_CERTIFICATE: '/usr/share/opensearch-dashboards/config/certs/opensearch.pem'
-      OPENSEARCH_SSL_CERTIFICATEAUTHORITIES: '/usr/share/opensearch-dashboards/config/certs/root-ca.pem'
- 
+      SERVER_SSL_ENABLED: "true"
+      SERVER_SSL_KEY: "/usr/share/opensearch-dashboards/config/certs/opensearch.key"
+      SERVER_SSL_CERTIFICATE: "/usr/share/opensearch-dashboards/config/certs/opensearch.pem"
+      OPENSEARCH_SSL_CERTIFICATEAUTHORITIES: "/usr/share/opensearch-dashboards/config/certs/root-ca.pem"
+
   generate-certs-config:
     image: alpine:latest
     volumes:
@@ -92,8 +94,10 @@ services:
       "
 
   wazuh-certs-generator:
-    image: wazuh/wazuh-certs-generator:0.0.1
+    image: wazuh/wazuh-certs-generator:${WAZUH_CERTS_GENERATOR_VERSION}
     hostname: wazuh-certs-generator
+    environment:
+      - WAZUH_CERTS_GENERATOR_VERSION=${WAZUH_CERTS_GENERATOR_VERSION}
     depends_on:
       generate-certs-config:
         condition: service_completed_successfully
@@ -102,7 +106,6 @@ services:
       - ./certs/:/certificates/
       - ./config/certs.yml:/config/certs.yml
 
-
   # =================================
   # Elasticsearch, Kibana and Logstash
   # =================================
@@ -112,7 +115,7 @@ services:
     image: docker.elastic.co/elasticsearch/elasticsearch:${STACK_VERSION}
     volumes:
       - es_certs:/usr/share/elasticsearch/config/certs
-    user: '0'
+    user: "0"
     command: >
       bash -c '
         if [ x${ELASTIC_PASSWORD} == x ]; then
@@ -158,11 +161,11 @@ services:
         echo "All done!";
       '
     healthcheck:
-      test: ['CMD-SHELL', '[ -f config/certs/es01/es01.crt ]']
+      test: ["CMD-SHELL", "[ -f config/certs/es01/es01.crt ]"]
       interval: 1s
       timeout: 5s
       retries: 120
-  
+
   es01:
     depends_on:
       setup:
@@ -197,13 +200,13 @@ services:
     healthcheck:
       test:
         [
-          'CMD-SHELL',
+          "CMD-SHELL",
           "curl -s --cacert config/certs/ca/ca.crt https://localhost:9200 | grep -q 'missing authentication credentials'",
         ]
       interval: 10s
       timeout: 10s
       retries: 120
-  
+
   kibana:
     depends_on:
       es01:
@@ -226,20 +229,22 @@ services:
     healthcheck:
       test:
         [
-          'CMD-SHELL',
+          "CMD-SHELL",
           "curl -s -I https://localhost:5601 | grep -q 'HTTP/1.1 302 Found'",
         ]
       interval: 10s
       timeout: 10s
       retries: 120
-  
+
   logstash:
     depends_on:
       es01:
         condition: service_healthy
-    image: logstash-oss:8.6.2
+    image: logstash-oss:${LOGSTASH_OSS_VERSION}
     build:
-      context: ../elastic
+      context: ../logstash
+      args:
+        - LOGSTASH_OSS_VERSION=${LOGSTASH_OSS_VERSION}
     environment:
       LOG_LEVEL: info
       MONITORING_ENABLED: false
diff --git a/integrations/docker/compose.indexer-opensearch.yml b/integrations/docker/compose.indexer-opensearch.yml
index ed878c8054b92..8fc2c4364117c 100644
--- a/integrations/docker/compose.indexer-opensearch.yml
+++ b/integrations/docker/compose.indexer-opensearch.yml
@@ -11,7 +11,7 @@ services:
     command: bash -c "python run.py -a wazuh.indexer"
 
   wazuh.indexer:
-    image: opensearchproject/opensearch:2.12.0
+    image: opensearchproject/opensearch:${WAZUH_INDEXER_VERSION}
     depends_on:
       wazuh-certs-generator:
         condition: service_completed_successfully
@@ -19,6 +19,7 @@ services:
     ports:
       - 9200:9200
     environment:
+      - WAZUH_INDEXER_VERSION=${WAZUH_INDEXER_VERSION}
       - node.name=wazuh.indexer
       - discovery.type=single-node
       - bootstrap.memory_lock=true
@@ -51,7 +52,7 @@ services:
       - ./certs/root-ca.pem:/usr/share/opensearch/config/root-ca.pem
 
   wazuh.dashboard:
-    image: opensearchproject/opensearch-dashboards:2.12.0
+    image: opensearchproject/opensearch-dashboards:${WAZUH_DASHBOARD_VERSION}
     depends_on:
       - wazuh.indexer
     hostname: wazuh.dashboard
@@ -66,11 +67,12 @@ services:
       - ./certs/opensearch.dashboards.pem:/usr/share/opensearch-dashboards/config/certs/opensearch.pem
       - ./certs/root-ca.pem:/usr/share/opensearch-dashboards/config/certs/root-ca.pem
     environment:
+      WAZUH_DASHBOARD_VERSION: ${WAZUH_DASHBOARD_VERSION}
       OPENSEARCH_HOSTS: '["https://wazuh.indexer:9200"]'
-      SERVER_SSL_ENABLED: 'true'
-      SERVER_SSL_KEY: '/usr/share/opensearch-dashboards/config/certs/opensearch.key'
-      SERVER.SSL_CERTIFICATE: '/usr/share/opensearch-dashboards/config/certs/opensearch.pem'
-      OPENSEARCH_SSL_CERTIFICATEAUTHORITIES: '/usr/share/opensearch-dashboards/config/certs/root-ca.pem'
+      SERVER_SSL_ENABLED: "true"
+      SERVER_SSL_KEY: "/usr/share/opensearch-dashboards/config/certs/opensearch.key"
+      SERVER.SSL_CERTIFICATE: "/usr/share/opensearch-dashboards/config/certs/opensearch.pem"
+      OPENSEARCH_SSL_CERTIFICATEAUTHORITIES: "/usr/share/opensearch-dashboards/config/certs/root-ca.pem"
 
   generate-certs-config:
     image: alpine:latest
@@ -97,8 +99,10 @@ services:
       "
 
   wazuh-certs-generator:
-    image: wazuh/wazuh-certs-generator:0.0.1
+    image: wazuh/wazuh-certs-generator:${WAZUH_CERTS_GENERATOR_VERSION}
     hostname: wazuh-certs-generator
+    environment:
+      - WAZUH_CERTS_GENERATOR_VERSION=${WAZUH_CERTS_GENERATOR_VERSION}
     depends_on:
       generate-certs-config:
         condition: service_completed_successfully
@@ -107,7 +111,6 @@ services:
       - ./certs/:/certificates/
       - ./config/certs.yml:/config/certs.yml
 
-
   # ================================================
   # OpenSearch, OpenSearch Dashboards and Logstash
   # ================================================
@@ -122,7 +125,7 @@ services:
       - node.name=opensearch.node
       - discovery.type=single-node
       - bootstrap.memory_lock=true
-      - 'OPENSEARCH_JAVA_OPTS=-Xms512m -Xmx512m'
+      - "OPENSEARCH_JAVA_OPTS=-Xms512m -Xmx512m"
       - "DISABLE_INSTALL_DEMO_CONFIG=true"
     volumes:
       - ../opensearch/opensearch.yml:/usr/share/opensearch/config/opensearch.yml
@@ -142,7 +145,7 @@ services:
     healthcheck:
       test:
         [
-          'CMD-SHELL',
+          "CMD-SHELL",
           "curl -sku admin:admin https://opensearch.node:9200 2>&1 | grep -q 'The OpenSearch Project: https://opensearch.org/'",
         ]
       interval: 1s
@@ -157,7 +160,7 @@ services:
     ports:
       - 5602:5601
     expose:
-      - '5602'
+      - "5602"
     volumes:
       - ../opensearch/opensearch_dashboards.yml:/usr/share/opensearch-dashboards/config/opensearch_dashboards.yml
       - ./certs/:/usr/share/opensearch-dashboards/config/certs/
@@ -169,13 +172,16 @@ services:
       - 'OPENSEARCH_HOSTS="https://opensearch.node:9200"'
 
   logstash:
-    image: logstash-oss:8.6.2
+    image: logstash-oss:${LOGSTASH_OSS_VERSION}
     depends_on:
       opensearch.node:
         condition: service_healthy
     build:
-      context: ../opensearch
+      context: ../logstash
+      args:
+        - LOGSTASH_OSS_VERSION=${LOGSTASH_OSS_VERSION}
     environment:
+      LOGSTASH_OSS_VERSION: ${LOGSTASH_OSS_VERSION}
       LOG_LEVEL: info
       MONITORING_ENABLED: false
     volumes:
diff --git a/integrations/docker/compose.indexer-splunk.yml b/integrations/docker/compose.indexer-splunk.yml
index 1336575bb0e45..cf97d12b8a475 100644
--- a/integrations/docker/compose.indexer-splunk.yml
+++ b/integrations/docker/compose.indexer-splunk.yml
@@ -11,7 +11,7 @@ services:
     command: bash -c "python run.py -a wazuh.indexer"
 
   wazuh.indexer:
-    image: opensearchproject/opensearch:2.12.0
+    image: opensearchproject/opensearch:${WAZUH_INDEXER_VERSION}
     depends_on:
       wazuh-certs-generator:
         condition: service_completed_successfully
@@ -19,6 +19,7 @@ services:
     ports:
       - 9200:9200
     environment:
+      - WAZUH_INDEXER_VERSION=${WAZUH_INDEXER_VERSION}
       - node.name=wazuh.indexer
       - discovery.type=single-node
       - bootstrap.memory_lock=true
@@ -51,7 +52,7 @@ services:
       - ./certs/root-ca.pem:/usr/share/opensearch/config/root-ca.pem
 
   wazuh.dashboard:
-    image: opensearchproject/opensearch-dashboards:2.12.0
+    image: opensearchproject/opensearch-dashboards:${WAZUH_DASHBOARD_VERSION}
     depends_on:
       - wazuh.indexer
     hostname: wazuh.dashboard
@@ -65,12 +66,13 @@ services:
       - ./certs/wazuh.dashboard.pem:/usr/share/opensearch-dashboards/config/certs/opensearch.pem
       - ./certs/root-ca.pem:/usr/share/opensearch-dashboards/config/certs/root-ca.pem
     environment:
+      WAZUH_DASHBOARD_VERSION: ${WAZUH_DASHBOARD_VERSION}
       OPENSEARCH_HOSTS: '["https://wazuh.indexer:9200"]' # Define the OpenSearch nodes that OpenSearch Dashboards will query
-      SERVER_SSL_ENABLED: 'true'
-      SERVER_SSL_KEY: '/usr/share/opensearch-dashboards/config/certs/opensearch.key'
-      SERVER_SSL_CERTIFICATE: '/usr/share/opensearch-dashboards/config/certs/opensearch.pem'
-      OPENSEARCH_SSL_CERTIFICATEAUTHORITIES: '/usr/share/opensearch-dashboards/config/certs/root-ca.pem'
- 
+      SERVER_SSL_ENABLED: "true"
+      SERVER_SSL_KEY: "/usr/share/opensearch-dashboards/config/certs/opensearch.key"
+      SERVER_SSL_CERTIFICATE: "/usr/share/opensearch-dashboards/config/certs/opensearch.pem"
+      OPENSEARCH_SSL_CERTIFICATEAUTHORITIES: "/usr/share/opensearch-dashboards/config/certs/root-ca.pem"
+
   generate-certs-config:
     image: alpine:latest
     volumes:
@@ -92,8 +94,10 @@ services:
       "
 
   wazuh-certs-generator:
-    image: wazuh/wazuh-certs-generator:0.0.1
+    image: wazuh/wazuh-certs-generator:${WAZUH_CERTS_GENERATOR_VERSION}
     hostname: wazuh-certs-generator
+    environment:
+      - WAZUH_CERTS_GENERATOR_VERSION=${WAZUH_CERTS_GENERATOR_VERSION}
     depends_on:
       generate-certs-config:
         condition: service_completed_successfully
@@ -102,7 +106,6 @@ services:
       - ./certs/:/certificates/
       - ./config/certs.yml:/config/certs.yml
 
-
   # =================================
   # Splunk and Logstash
   # =================================
@@ -133,7 +136,7 @@ services:
       '
 
   splunk:
-    image: splunk/splunk:9.0.4
+    image: splunk/splunk:${SPLUNK_VERSION}
     volumes:
       - ./certs/splunk.key:/opt/splunk/etc/auth/custom/splunk.key
       - ./certs/splunk.pem:/opt/splunk/etc/auth/custom/splunk.pem
@@ -146,12 +149,13 @@ services:
       generator:
         condition: service_completed_successfully
     ports:
-      - '8000:8000'
-      - '8088:8088'
+      - "8000:8000"
+      - "8088:8088"
     environment:
+      SPLUNK_VERSION: ${SPLUNK_VERSION}
       SPLUNK_HEC_TOKEN: "abcd1234"
       SPLUNK_HOSTNAME: splunk
-      SPLUNK_HTTP_ENABLESSL: 'true'
+      SPLUNK_HTTP_ENABLESSL: "true"
       SPLUNK_PASSWORD: Password.1234
       SPLUNK_STANDALONE_URL: https://splunk:8080
       SPLUNK_START_ARGS: --accept-license
@@ -160,10 +164,9 @@ services:
     depends_on:
       splunk:
         condition: service_healthy
-    image: logstash-oss:8.6.2
-    build:
-      context: ../splunk
+    image: logstash-oss:${LOGSTASH_OSS_VERSION}
     environment:
+      LOGSTASH_OSS_VERSION: ${LOGSTASH_OSS_VERSION}
       LOG_LEVEL: info
       MONITORING_ENABLED: false
     volumes:
diff --git a/integrations/docker/compose.manager-elastic.yml b/integrations/docker/compose.manager-elastic.yml
index 12ee41527ee24..c299851001e6e 100644
--- a/integrations/docker/compose.manager-elastic.yml
+++ b/integrations/docker/compose.manager-elastic.yml
@@ -48,7 +48,7 @@ services:
       - alerts:/var/ossec/logs/alerts/
 
   wazuh.indexer:
-    image: opensearchproject/opensearch:2.12.0
+    image: opensearchproject/opensearch:${WAZUH_INDEXER_VERSION}
     depends_on:
       wazuh-certs-generator:
         condition: service_completed_successfully
@@ -56,6 +56,7 @@ services:
     ports:
       - 9200:9200
     environment:
+      - WAZUH_INDEXER_VERSION=${WAZUH_INDEXER_VERSION}
       - node.name=wazuh.indexer
       - discovery.type=single-node
       - bootstrap.memory_lock=true
@@ -89,23 +90,28 @@ services:
       - ./certs/root-ca.pem:/usr/share/opensearch/config/root-ca.pem
 
   wazuh-certs-generator:
-    image: wazuh/wazuh-certs-generator:0.0.1
+    image: wazuh/wazuh-certs-generator:${WAZUH_CERTS_GENERATOR_VERSION}
     hostname: wazuh-certs-generator
+    environment:
+      - WAZUH_CERTS_GENERATOR_VERSION=${WAZUH_CERTS_GENERATOR_VERSION}
     entrypoint: sh -c "/entrypoint.sh; chown -R 1000:999 /certificates; chmod 740 /certificates; chmod 440 /certificates/*"
     volumes:
       - ./certs/:/certificates/
       - ./config/certs.yml:/config/certs.yml
-  
+
   logstash:
     depends_on:
       es01:
         condition: service_healthy
       wazuh-certs-generator:
         condition: service_completed_successfully
-    image: logstash-oss:8.6.2
+    image: logstash-oss:${LOGSTASH_OSS_VERSION}
     build:
-      context: ../elastic
+      context: ../logstash
+      args:
+        - LOGSTASH_OSS_VERSION=${LOGSTASH_OSS_VERSION}
     environment:
+      LOGSTASH_OSS_VERSION: ${LOGSTASH_OSS_VERSION}
       LOG_LEVEL: info
       MONITORING_ENABLED: false
     volumes:
@@ -114,8 +120,6 @@ services:
       - alerts:/var/ossec/logs/alerts/
     command: logstash -f /usr/share/logstash/pipeline/manager-to-elastic.conf
 
-
-
   # =================================
   # Elasticsearch and Kibana
   # =================================
@@ -125,7 +129,7 @@ services:
     image: docker.elastic.co/elasticsearch/elasticsearch:${STACK_VERSION}
     volumes:
       - es_certs:/usr/share/elasticsearch/config/certs
-    user: '0'
+    user: "0"
     command: >
       bash -c '
         if [ x${ELASTIC_PASSWORD} == x ]; then
@@ -171,11 +175,11 @@ services:
         echo "All done!";
       '
     healthcheck:
-      test: ['CMD-SHELL', '[ -f config/certs/es01/es01.crt ]']
+      test: ["CMD-SHELL", "[ -f config/certs/es01/es01.crt ]"]
       interval: 1s
       timeout: 5s
       retries: 120
-  
+
   es01:
     depends_on:
       setup:
@@ -210,13 +214,13 @@ services:
     healthcheck:
       test:
         [
-          'CMD-SHELL',
+          "CMD-SHELL",
           "curl -s --cacert config/certs/ca/ca.crt https://localhost:9200 | grep -q 'missing authentication credentials'",
         ]
       interval: 10s
       timeout: 10s
       retries: 120
-  
+
   kibana:
     depends_on:
       es01:
@@ -239,7 +243,7 @@ services:
     healthcheck:
       test:
         [
-          'CMD-SHELL',
+          "CMD-SHELL",
           "curl -s -I https://localhost:5601 | grep -q 'HTTP/1.1 302 Found'",
         ]
       interval: 10s
diff --git a/integrations/docker/compose.manager-opensearch.yml b/integrations/docker/compose.manager-opensearch.yml
index b7f1c64bb239e..52055b82f4511 100644
--- a/integrations/docker/compose.manager-opensearch.yml
+++ b/integrations/docker/compose.manager-opensearch.yml
@@ -14,6 +14,9 @@ services:
 
   wazuh.manager:
     image: wazuh/wazuh-manager:${WAZUH_VERSION}
+    depends_on:
+      wazuh-certs-generator:
+        condition: service_completed_successfully
     hostname: wazuh.manager
     restart: always
     ulimits:
@@ -48,7 +51,7 @@ services:
       - alerts:/var/ossec/logs/alerts/
 
   wazuh.indexer:
-    image: opensearchproject/opensearch:2.12.0
+    image: opensearchproject/opensearch:${WAZUH_INDEXER_VERSION}
     depends_on:
       wazuh-certs-generator:
         condition: service_completed_successfully
@@ -56,6 +59,7 @@ services:
     ports:
       - 9200:9200
     environment:
+      - WAZUH_INDEXER_VERSION=${WAZUH_INDEXER_VERSION}
       - node.name=wazuh.indexer
       - discovery.type=single-node
       - bootstrap.memory_lock=true
@@ -88,9 +92,38 @@ services:
       - ./certs/wazuh.indexer-key.pem:/usr/share/opensearch/config/wazuh.indexer-key.pem
       - ./certs/root-ca.pem:/usr/share/opensearch/config/root-ca.pem
 
+  generate-certs-config:
+    image: alpine:latest
+    volumes:
+      - ./config:/config
+    command: |
+      sh -c "
+      echo '
+      nodes:
+        indexer:
+          - name: wazuh.indexer
+            ip: \"wazuh.indexer\"
+          - name: opensearch.node
+            ip: \"opensearch.node\"
+        server:
+          - name: wazuh.manager
+            ip: \"wazuh.manager\"
+        dashboard:
+          - name: wazuh.dashboard
+            ip: \"wazuh.dashboard\"
+          - name: opensearch.dashboards
+            ip: \"opensearch.dashboards\"
+      ' > /config/certs.yml
+      "
+
   wazuh-certs-generator:
-    image: wazuh/wazuh-certs-generator:0.0.1
+    image: wazuh/wazuh-certs-generator:${WAZUH_CERTS_GENERATOR_VERSION}
     hostname: wazuh-certs-generator
+    environment:
+      - WAZUH_CERTS_GENERATOR_VERSION=${WAZUH_CERTS_GENERATOR_VERSION}
+    depends_on:
+      generate-certs-config:
+        condition: service_completed_successfully
     entrypoint: sh -c "/entrypoint.sh; chown -R 1000:999 /certificates; chmod 740 /certificates; chmod 440 /certificates/*"
     volumes:
       - ./certs/:/certificates/
@@ -102,11 +135,13 @@ services:
         condition: service_healthy
       wazuh-certs-generator:
         condition: service_completed_successfully
-    image: logstash-oss:8.6.2
+    image: logstash-oss:${LOGSTASH_OSS_VERSION}
     build:
-      dockerfile: ../elastic/Dockerfile
-      context: ../opensearch
+      context: ../logstash
+      args:
+        - LOGSTASH_OSS_VERSION=${LOGSTASH_OSS_VERSION}
     environment:
+      LOGSTASH_OSS_VERSION: ${LOGSTASH_OSS_VERSION}
       LOG_LEVEL: info
       MONITORING_ENABLED: false
     volumes:
diff --git a/integrations/docker/compose.manager-splunk.yml b/integrations/docker/compose.manager-splunk.yml
index 532eb73374b7f..b029cd2224562 100644
--- a/integrations/docker/compose.manager-splunk.yml
+++ b/integrations/docker/compose.manager-splunk.yml
@@ -48,7 +48,7 @@ services:
       - alerts:/var/ossec/logs/alerts/
 
   wazuh.indexer:
-    image: opensearchproject/opensearch:2.12.0
+    image: opensearchproject/opensearch:${WAZUH_INDEXER_VERSION}
     depends_on:
       wazuh-certs-generator:
         condition: service_completed_successfully
@@ -56,6 +56,7 @@ services:
     ports:
       - 9200:9200
     environment:
+      - WAZUH_INDEXER_VERSION=${WAZUH_INDEXER_VERSION}
       - node.name=wazuh.indexer
       - discovery.type=single-node
       - bootstrap.memory_lock=true
@@ -89,8 +90,10 @@ services:
       - ./certs/root-ca.pem:/usr/share/opensearch/config/root-ca.pem
 
   wazuh-certs-generator:
-    image: wazuh/wazuh-certs-generator:0.0.1
+    image: wazuh/wazuh-certs-generator:${WAZUH_CERTS_GENERATOR_VERSION}
     hostname: wazuh-certs-generator
+    environment:
+      - WAZUH_CERTS_GENERATOR_VERSION=${WAZUH_CERTS_GENERATOR_VERSION}
     entrypoint: sh -c "/entrypoint.sh; chown -R 1000:999 /certificates; chmod 740 /certificates; chmod 440 /certificates/*"
     volumes:
       - ./certs/:/certificates/
@@ -102,11 +105,13 @@ services:
         condition: service_healthy
       wazuh-certs-generator:
         condition: service_completed_successfully
-    image: logstash-oss:8.6.2
+    image: logstash-oss:${LOGSTASH_OSS_VERSION}
     build:
-      dockerfile: ../elastic/Dockerfile
-      context: ../splunk
+      context: ../logstash
+      args:
+        - LOGSTASH_OSS_VERSION=${LOGSTASH_OSS_VERSION}
     environment:
+      LOGSTASH_OSS_VERSION: ${LOGSTASH_OSS_VERSION}
       LOG_LEVEL: info
       MONITORING_ENABLED: false
     volumes:
@@ -145,7 +150,7 @@ services:
       '
 
   splunk:
-    image: splunk/splunk:9.0.4
+    image: splunk/splunk:${SPLUNK_VERSION}
     volumes:
       - ./certs/splunk.key:/opt/splunk/etc/auth/custom/splunk.key
       - ./certs/splunk.pem:/opt/splunk/etc/auth/custom/splunk.pem
@@ -156,12 +161,13 @@ services:
       generator:
         condition: service_completed_successfully
     ports:
-      - '8000:8000'
-      - '8088:8088'
+      - "8000:8000"
+      - "8088:8088"
     environment:
+      SPLUNK_VERSION: ${SPLUNK_VERSION}
       SPLUNK_HEC_TOKEN: "abcd1234"
       SPLUNK_HOSTNAME: splunk
-      SPLUNK_HTTP_ENABLESSL: 'true'
+      SPLUNK_HTTP_ENABLESSL: "true"
       SPLUNK_PASSWORD: Password.1234
       SPLUNK_STANDALONE_URL: https://splunk:8080
       SPLUNK_START_ARGS: --accept-license
@@ -169,4 +175,4 @@ services:
 volumes:
   data:
   es_certs:
-  alerts:
\ No newline at end of file
+  alerts:
diff --git a/integrations/docker/config/certs.yml b/integrations/docker/config/certs.yml
deleted file mode 100644
index 7a4ef691e5e10..0000000000000
--- a/integrations/docker/config/certs.yml
+++ /dev/null
@@ -1,20 +0,0 @@
-nodes:
-  # Wazuh indexer and OpenSearch server nodes
-  indexer:
-    - name: wazuh.indexer
-      ip: wazuh.indexer
-    - name: opensearch.node
-      ip: opensearch.node
-
-  # Wazuh server nodes
-  # Use node_type only with more than one Wazuh manager
-  server:
-    - name: wazuh.manager
-      ip: wazuh.manager
-
-  # Wazuh dashboard and OpenSearch Dashboards nodes
-  dashboard:
-    - name: wazuh.dashboard
-      ip: wazuh.dashboard
-    - name: opensearch.dashboards
-      ip: opensearch.dashboards
diff --git a/integrations/elastic/README.md b/integrations/elastic/README.md
index 30d34b88b3a9f..3707586c959b5 100644
--- a/integrations/elastic/README.md
+++ b/integrations/elastic/README.md
@@ -34,16 +34,17 @@ For custom configurations, you may need to modify these files:
 - [elastic/logstash/pipeline/indexer-to-elastic.conf](./logstash/pipeline/indexer-to-elastic.conf): Logstash Pipeline configuration file.
 
 If you opted to start the integration with the Wazuh Manager, you can modify the following files:
+
 - [docker/compose.manager-elastic.yml](../docker/compose.manager-elastic.yml): Docker Compose file.
 - [elastic/logstash/pipeline/manager-to-elastic.conf](./logstash/pipeline/manager-to-elastic.conf): Logstash Pipeline configuration file.
 
 Check the files above for **credentials**, ports, and other configurations.
 
-| Service          | Address                | Credentials     |
-| ---------------- | ---------------------- | --------------- |
-| Wazuh Indexer    | https://localhost:9200 | admin:admin     |
-| Elastic          | https://localhost:9201 | elastic:elastic |
-| Kibana           | https://localhost:5602 | elastic:elastic |
+| Service       | Address                | Credentials     |
+| ------------- | ---------------------- | --------------- |
+| Wazuh Indexer | https://localhost:9200 | admin:admin     |
+| Elastic       | https://localhost:9201 | elastic:elastic |
+| Kibana        | https://localhost:5602 | elastic:elastic |
 
 ## Importing the dashboards
 
diff --git a/integrations/elastic/Dockerfile b/integrations/logstash/Dockerfile
similarity index 74%
rename from integrations/elastic/Dockerfile
rename to integrations/logstash/Dockerfile
index 82314abd3c3bd..0c487bc7b2ca1 100644
--- a/integrations/elastic/Dockerfile
+++ b/integrations/logstash/Dockerfile
@@ -1,4 +1,5 @@
-FROM opensearchproject/logstash-oss-with-opensearch-output-plugin:latest
+ARG LOGSTASH_OSS_VERSION
+FROM opensearchproject/logstash-oss-with-opensearch-output-plugin:${LOGSTASH_OSS_VERSION}
 
 ENV LOGSTASH_KEYSTORE_PASS "SecretPassword"
 ENV LS_PATH "/usr/share/logstash"
@@ -8,12 +9,11 @@ USER logstash
 # Install plugin
 RUN LS_JAVA_OPTS="-Xms1024m -Xmx1024m" logstash-plugin install logstash-input-opensearch
 
-COPY --chown=logstash:logstash logstash/pipeline /usr/share/logstash/pipeline
 # Copy and run the setup.sh script to create and configure a keystore for Logstash.
-COPY --chown=logstash:logstash logstash/setup.sh /usr/share/logstash/bin/setup.sh
+COPY --chown=logstash:logstash ./setup.sh /usr/share/logstash/bin/setup.sh
 RUN bash /usr/share/logstash/bin/setup.sh
 
 # Disable ECS compatibility
 RUN `echo "pipeline.ecs_compatibility: disabled" >> /usr/share/logstash/config/logstash.yml`
 
-WORKDIR /usr/share/logstash
\ No newline at end of file
+WORKDIR /usr/share/logstash
diff --git a/integrations/elastic/logstash/setup.sh b/integrations/logstash/setup.sh
similarity index 100%
rename from integrations/elastic/logstash/setup.sh
rename to integrations/logstash/setup.sh
diff --git a/integrations/opensearch/README.md b/integrations/opensearch/README.md
index 68e8c4b5693a6..6c55e62653b48 100644
--- a/integrations/opensearch/README.md
+++ b/integrations/opensearch/README.md
@@ -34,6 +34,7 @@ For custom configurations, you may need to modify these files:
 - [opensearch/logstash/pipeline/indexer-to-opensearch.conf](./logstash/pipeline/indexer-to-opensearch.conf): Logstash Pipeline configuration file.
 
 If you opted to start the integration with the Wazuh Manager, you can modify the following files:
+
 - [docker/compose.manager-opensearch.yml](../docker/compose.manager-opensearch.yml): Docker Compose file.
 - [opensearch/logstash/pipeline/manager-to-opensearch.conf](./logstash/pipeline/manager-to-opensearch.conf): Logstash Pipeline configuration file.
 
diff --git a/integrations/opensearch/opensearch.yml b/integrations/opensearch/opensearch.yml
index d11190563f6b9..442c0b707f2ec 100644
--- a/integrations/opensearch/opensearch.yml
+++ b/integrations/opensearch/opensearch.yml
@@ -36,4 +36,4 @@ plugins.security.system_indices.indices:
     ".replication-metadata-store",
   ]
 plugins.security.allow_default_init_securityindex: true
-cluster.routing.allocation.disk.threshold_enabled: false
\ No newline at end of file
+cluster.routing.allocation.disk.threshold_enabled: false
diff --git a/integrations/opensearch/opensearch_dashboards.yml b/integrations/opensearch/opensearch_dashboards.yml
index f0f0c1ad77543..316ebabcf1179 100644
--- a/integrations/opensearch/opensearch_dashboards.yml
+++ b/integrations/opensearch/opensearch_dashboards.yml
@@ -13,9 +13,9 @@ opensearch_security.readonly_mode.roles: ["kibana_read_only"]
 server.ssl.enabled: true
 server.ssl.key: "/usr/share/opensearch-dashboards/config/certs/opensearch.key"
 server.ssl.certificate: "/usr/share/opensearch-dashboards/config/certs/opensearch.pem"
-opensearch.ssl.certificateAuthorities: ["/usr/share/opensearch-dashboards/config/certs/root-ca.pem"]
+opensearch.ssl.certificateAuthorities:
+  ["/usr/share/opensearch-dashboards/config/certs/root-ca.pem"]
 opensearch.username: "kibanaserver"
 opensearch.password: "kibanaserver"
 opensearchDashboards.branding:
   useExpandedHeader: false
-
diff --git a/integrations/splunk/README.md b/integrations/splunk/README.md
index 48fa738fc4aef..1e8be6a1e2996 100644
--- a/integrations/splunk/README.md
+++ b/integrations/splunk/README.md
@@ -33,21 +33,22 @@ For custom configurations, you may need to modify these files:
 - [splunk/logstash/pipeline/indexer-to-splunk.conf](./logstash/pipeline/indexer-to-splunk.conf): Logstash Pipeline configuration file.
 
 If you opted to start the integration with the Wazuh Manager, you can modify the following files:
+
 - [docker/compose.manager-splunk.yml](../docker/compose.manager-splunk.yml): Docker Compose file.
 - [splunk/logstash/pipeline/manager-to-splunk.conf](./logstash/pipeline/manager-to-splunk.conf): Logstash Pipeline configuration file.
 
 Check the files above for **credentials**, ports, and other configurations.
 
-| Service          | Address                | Credentials         |
-| ---------------- | ---------------------- | ------------------- |
-| Wazuh Indexer    | https://localhost:9200 | admin:admin         |
-| Splunk           | https://localhost:8000 | admin:Password.1234 |
+| Service       | Address                | Credentials         |
+| ------------- | ---------------------- | ------------------- |
+| Wazuh Indexer | https://localhost:9200 | admin:admin         |
+| Splunk        | https://localhost:8000 | admin:Password.1234 |
 
 ## Importing the dashboards
 
 The dashboards for Splunk are included in this folder. The steps to import them to Splunk are the following:
 
-- In the Splunk UI, go to `Settings` > `Data Inputs` > `HTTP Event Collector` and make sure that the `hec` token is enabled and uses the `wazuh-alerts` index. 
+- In the Splunk UI, go to `Settings` > `Data Inputs` > `HTTP Event Collector` and make sure that the `hec` token is enabled and uses the `wazuh-alerts` index.
 - Open a dashboard file and copy all its content.
 - In the Splunk UI, navigate to `Search & Reporting`, `Dashboards`, click `Create New Dashboard`, write the title and select `Dashboard Studio`, select `Grid` and click on `Create`.
 - On the top menu, there is a `Source` icon. Click on it, and replace all the content with the copied content from the dashboard file. After that, click on `Back` and click on `Save`.