diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
index dd31110f7..866c20b07 100644
--- a/.github/workflows/integration.yml
+++ b/.github/workflows/integration.yml
@@ -125,6 +125,11 @@ jobs:
       TOXENV: integration-${{ matrix.adapter }}
       PYTEST_ADDOPTS: "-v --color=yes -n4 --csv integration_results.csv"
       DBT_INVOCATION_ENV: github-actions
+      DD_CIVISIBILITY_AGENTLESS_ENABLED: true
+      DD_API_KEY: ${{ secrets.DATADOG_API_KEY }}
+      DD_SITE: datadoghq.com
+      DD_ENV: ci
+      DD_SERVICE: ${{ github.event.repository.name }}
 
     steps:
       - name: Check out the repository
@@ -172,7 +177,7 @@ jobs:
           DBT_TEST_USER_1: dbt_test_role_1
           DBT_TEST_USER_2: dbt_test_role_2
           DBT_TEST_USER_3: dbt_test_role_3
-        run: tox
+        run: tox -- --ddtrace
 
       - uses: actions/upload-artifact@v3
         if: always()
diff --git a/dev-requirements.txt b/dev-requirements.txt
index e848665ce..a464bccfe 100644
--- a/dev-requirements.txt
+++ b/dev-requirements.txt
@@ -8,6 +8,7 @@ git+https://github.com/dbt-labs/dbt-core.git#egg=dbt-tests-adapter&subdirectory=
 black~=23.3
 bumpversion~=0.6.0
 click~=8.1
+ddtrace~=1.16
 flake8~=6.0
 flaky~=3.7
 freezegun~=1.2
diff --git a/tox.ini b/tox.ini
index 2c02bb569..bbea5b254 100644
--- a/tox.ini
+++ b/tox.ini
@@ -20,6 +20,8 @@ passenv =
     DBT_*
     SNOWFLAKE_TEST_*
     PYTEST_ADDOPTS
+    DD_SERVICE
+    DD_ENV
 commands =
   snowflake: {envpython} -m pytest {posargs} tests/functional
 deps =