diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 0edf0a1..1515497 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -212,17 +212,42 @@ deploy-production-source:
     DOCKER_TLS_VERIFY: ""
     DOCKER_CERT_PATH: ""
     DOCKER_TLS_CERTDIR: ""
-    DEPLOY_DIR: /home/gitlab-runner/deploy/call-center
     APP_IMAGE_NAME: call-center-app
-    HEALTHCHECK_URL: http://127.0.0.1:8080/health
   environment:
     name: production
   before_script:
-    - command -v rsync >/dev/null
     - command -v docker >/dev/null
-    - command -v python3 >/dev/null
+    - command -v ssh >/dev/null
+    - command -v scp >/dev/null
+    - command -v gzip >/dev/null
+    - mkdir -p ~/.ssh
+    - chmod 700 ~/.ssh
+    - cp "$DEPLOY_SSH_PRIVATE_KEY" ~/.ssh/id_ed25519
+    - chmod 600 ~/.ssh/id_ed25519
+    - ssh-keyscan -H "$DEPLOY_HOST" >> ~/.ssh/known_hosts
   script:
-    - bash scripts/deploy_gitlab.sh
+    - test -n "$DEPLOY_HOST"
+    - test -n "$DEPLOY_USER"
+    - test -n "$DEPLOY_COMPOSE_FILE"
+    - IMAGE_ARCHIVE="call-center-app-${CI_COMMIT_SHORT_SHA}.tar.gz"
+    - docker build -t "${APP_IMAGE_NAME}:${CI_COMMIT_SHORT_SHA}" -t "${APP_IMAGE_NAME}:active-main" -t "${APP_IMAGE_NAME}:latest" -t "${APP_IMAGE_NAME}:ai-orchestrator" -t "${APP_IMAGE_NAME}:streaming-asr" -t "${APP_IMAGE_NAME}:asterisk-bridge" -t "${APP_IMAGE_NAME}:reporting-supervisor" .
+    - docker save "${APP_IMAGE_NAME}:${CI_COMMIT_SHORT_SHA}" "${APP_IMAGE_NAME}:active-main" "${APP_IMAGE_NAME}:latest" "${APP_IMAGE_NAME}:ai-orchestrator" "${APP_IMAGE_NAME}:streaming-asr" "${APP_IMAGE_NAME}:asterisk-bridge" "${APP_IMAGE_NAME}:reporting-supervisor" | gzip > "$IMAGE_ARCHIVE"
+    - scp "$IMAGE_ARCHIVE" "${DEPLOY_USER}@${DEPLOY_HOST}:/tmp/$IMAGE_ARCHIVE"
+    - |
+      ssh "${DEPLOY_USER}@${DEPLOY_HOST}" "
+        set -e
+        gunzip -c /tmp/$IMAGE_ARCHIVE | sudo docker load
+        rm -f /tmp/$IMAGE_ARCHIVE
+        sudo docker compose -f '${DEPLOY_COMPOSE_FILE}' up -d --force-recreate
+        if sudo docker ps -a --format '{{.Names}}' | grep -Fxq 'call-center-ai-voice-runtime-service-1'; then
+          sudo docker inspect --format '{{range .Config.Env}}{{println .}}{{end}}' call-center-ai-voice-runtime-service-1 > /tmp/call-center-ai-voice-runtime.env
+          sudo docker rm -f call-center-ai-voice-runtime-service-1
+          sudo docker run -d --name call-center-ai-voice-runtime-service-1 --restart unless-stopped --network call-center_default --network-alias ai-voice-runtime-service -v /opt/konturai-migration/call-center/.data_local:/app/.data_local --add-host host.docker.internal:host-gateway --env-file /tmp/call-center-ai-voice-runtime.env call-center-app:active-main sh -c 'uvicorn \${APP_MODULE} --host 0.0.0.0 --port 8000'
+          rm -f /tmp/call-center-ai-voice-runtime.env
+        fi
+        sudo docker image prune -f --filter dangling=true
+        sudo docker ps --filter 'name=^call-center-app$' --format 'table {{.Names}}\t{{.Image}}\t{{.Status}}'
+      "
   rules:
     - if: '$CI_PIPELINE_SOURCE == "push" && $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH'
     - if: '$CI_PIPELINE_SOURCE == "web" && $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH'