diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
index 41edc1bb194..3f814085cf3 100644
--- a/.github/workflows/integration.yml
+++ b/.github/workflows/integration.yml
@@ -64,6 +64,7 @@ jobs:
       ARROW_INTEGRATION_GO: ON
       ARROW_INTEGRATION_JAVA: ON
       ARROW_INTEGRATION_JS: ON
+      ARCHERY_INTEGRATION_TARGET_LANGUAGES: "rust"
       ARCHERY_INTEGRATION_WITH_NANOARROW: "1"
       # https://github.com/apache/arrow/pull/38403/files#r1371281630
       ARCHERY_INTEGRATION_WITH_RUST: "1"