diff --git a/content/scout/integrations/environment/_index.md b/content/scout/integrations/environment/_index.md
index 23cf02d80c..a3884f1448 100644
--- a/content/scout/integrations/environment/_index.md
+++ b/content/scout/integrations/environment/_index.md
@@ -38,6 +38,7 @@ To add environments to Docker Scout, you can:
 Docker Scout supports the following runtime integrations:
 
 - [Docker Scout GitHub Action](https://github.com/marketplace/actions/docker-scout#record-an-image-deployed-to-a-stream-environment)
+- [CLI client](./cli.md)
 
 > **Note**
 >
diff --git a/content/scout/integrations/environment/cli.md b/content/scout/integrations/environment/cli.md
new file mode 100644
index 0000000000..e02e21c06f
--- /dev/null
+++ b/content/scout/integrations/environment/cli.md
@@ -0,0 +1,112 @@
+---
+description: Integrate your runtime environments with Docker Scout using the CLI client
+keywords: docker scout, integration, image analysis, runtime, workloads, cli, environments
+title: Generic environment integration with CLI
+---
+
+{{< include "scout-early-access.md" >}}
+
+You can create a generic environment integration by running the Docker Scout
+CLI client in your CI workflows. The CLI client is available as a binary on
+GitHub and as a container image on Docker Hub. Use the client to invoke the
+`docker scout environment` command to assign your images to environments.
+
+For more information about how to use the `docker scout environment` command,
+refer to the [CLI reference](../../../engine/reference/commandline/scout_environment.md).
+
+## Examples
+
+Before you start, set the following environment variables in your CI system:
+
+- `DOCKER_SCOUT_HUB_USER`: your Docker Hub username
+- `DOCKER_SCOUT_HUB_PASSWORD`: your Docker Hub personal access token
+
+Make sure the variables are accessible to your project.
+
+{{< tabs >}}
+{{< tab name="Circle CI" >}}
+
+```yaml
+version: 2.1
+
+jobs:
+  record_environment:
+    machine:
+      image: ubuntu-2204:current
+    image: namespace/repo
+    steps:
+      - run: |
+          if [[ -z "$CIRCLE_TAG" ]]; then
+            tag="$CIRCLE_TAG"
+            echo "Running tag '$CIRCLE_TAG'"
+          else
+            tag="$CIRCLE_BRANCH"
+            echo "Running on branch '$CI_COMMIT_BRANCH'"
+          fi    
+          echo "tag = $tag"
+      - run: docker run -it \
+          -e DOCKER_SCOUT_HUB_USER=$DOCKER_SCOUT_HUB_USER \
+          -e DOCKER_SCOUT_HUB_PASSWORD=$DOCKER_SCOUT_HUB_PASSWORD \
+          docker/scout-cli:1.0.2 environment \
+          --org "<MY_DOCKER_ORG>" \
+          "<ENVIRONMENT>" ${image}:${tag}
+```
+
+{{< /tab >}}
+{{< tab name="GitLab" >}}
+
+The following example uses the [Docker executor](https://docs.gitlab.com/runner/executors/docker.html).
+
+```yaml
+variables:
+  image: namespace/repo
+
+record_environment:
+  image: docker/scout-cli:1.0.2
+  script:
+    - |
+      if [[ -z "$CI_COMMIT_TAG" ]]; then
+        tag="latest"
+        echo "Running tag '$CI_COMMIT_TAG'"
+      else
+        tag="$CI_COMMIT_REF_SLUG"
+        echo "Running on branch '$CI_COMMIT_BRANCH'"
+      fi    
+      echo "tag = $tag"
+    - environment --org <MY_DOCKER_ORG> "PRODUCTION" ${image}:${tag}
+```
+
+{{< /tab >}}
+{{< tab name="Azure DevOps" >}}
+
+```yaml
+trigger:
+  - main
+
+resources:
+  - repo: self
+
+variables:
+  tag: "$(Build.BuildId)"
+  image: "namespace/repo"
+
+stages:
+  - stage: Docker Scout
+    displayName: Docker Scout environment integration
+    jobs:
+      - job: Record
+        displayName: Record environment
+        pool:
+          vmImage: ubuntu-latest
+        steps:
+          - task: Docker@2
+          - script: docker run -it \
+              -e DOCKER_SCOUT_HUB_USER=$DOCKER_SCOUT_HUB_USER \
+              -e DOCKER_SCOUT_HUB_PASSWORD=$DOCKER_SCOUT_HUB_PASSWORD \
+              docker/scout-cli:1.0.2 environment \
+              --org "<MY_DOCKER_ORG>" \
+              "<ENVIRONMENT>" $(image):$(tag)
+```
+
+{{< /tab >}}
+{{< /tabs >}}
diff --git a/data/toc.yaml b/data/toc.yaml
index 750db43d25..cea58b9062 100644
--- a/data/toc.yaml
+++ b/data/toc.yaml
@@ -1986,6 +1986,8 @@ Manuals:
         section:
         - title: Overview
           path: /scout/integrations/environment/
+        - title: Generic
+          path: /scout/integrations/environment/cli/
       - sectiontitle: Container registries
         section:
         - title: Artifactory