diff --git a/packages/box_events/changelog.yml b/packages/box_events/changelog.yml
index f5b2ae08ebe..87d229ce8df 100644
--- a/packages/box_events/changelog.yml
+++ b/packages/box_events/changelog.yml
@@ -1,4 +1,9 @@
 # newer versions go on top
+- version: "2.9.1"
+  changes:
+    - description: Fix handling of empty API responses.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10606
 - version: "2.9.0"
   changes:
     - description: Update the kibana constraint to ^8.13.0. Modified the field definitions to remove ECS fields made redundant by the ecs@mappings component template.
diff --git a/packages/box_events/data_stream/events/_dev/test/pipeline/test-empty.log b/packages/box_events/data_stream/events/_dev/test/pipeline/test-empty.log
new file mode 100644
index 00000000000..a5cee0bf2d6
--- /dev/null
+++ b/packages/box_events/data_stream/events/_dev/test/pipeline/test-empty.log
@@ -0,0 +1 @@
+{"chunk_size":0,"entries":[],"next_stream_position":564670747717431}
diff --git a/packages/box_events/data_stream/events/_dev/test/pipeline/test-empty.log-expected.json b/packages/box_events/data_stream/events/_dev/test/pipeline/test-empty.log-expected.json
new file mode 100644
index 00000000000..1c2f884a449
--- /dev/null
+++ b/packages/box_events/data_stream/events/_dev/test/pipeline/test-empty.log-expected.json
@@ -0,0 +1,5 @@
+{
+    "expected": [
+        null
+    ]
+}
\ No newline at end of file
diff --git a/packages/box_events/data_stream/events/elasticsearch/ingest_pipeline/default.yml b/packages/box_events/data_stream/events/elasticsearch/ingest_pipeline/default.yml
index 7aad12061c0..ebb0b0a13b3 100644
--- a/packages/box_events/data_stream/events/elasticsearch/ingest_pipeline/default.yml
+++ b/packages/box_events/data_stream/events/elasticsearch/ingest_pipeline/default.yml
@@ -12,6 +12,8 @@ processors:
   - json:
       field: event.original
       target_field: box
+  - drop:
+      if: ctx.box?.entries instanceof List && ctx.box.entries.length == 0
   - fingerprint:
       fields:
         - box.event_id
diff --git a/packages/box_events/manifest.yml b/packages/box_events/manifest.yml
index b582b23eba2..e308249ce48 100644
--- a/packages/box_events/manifest.yml
+++ b/packages/box_events/manifest.yml
@@ -1,7 +1,7 @@
 format_version: "3.0.3"
 name: box_events
 title: Box Events
-version: "2.9.0"
+version: "2.9.1"
 description: "Collect logs from Box with Elastic Agent"
 type: integration
 categories: