diff --git a/freshmaker/image.py b/freshmaker/image.py
index 9f4d4ba4..b98e42d2 100644
--- a/freshmaker/image.py
+++ b/freshmaker/image.py
@@ -726,6 +726,10 @@ def find_images_with_included_rpms(
         if not images:
             return []
 
+        # Skip images without Brew metadata. Images built and released by Konflux
+        # lack Brew metadata. We don't support rebuilding such images.
+        images = [x for x in images if x["brew"]]
+
         # Avoid manipulating the images directly, use a copy instead
         image_dicts = copy.deepcopy(images)
         del images
diff --git a/tests/test_image.py b/tests/test_image.py
index 7d508eee..f78d48eb 100644
--- a/tests/test_image.py
+++ b/tests/test_image.py
@@ -1427,6 +1427,56 @@ def test_images_with_included_newer_srpm_multilpe_nvrs(self, exists, mocked_clie
         )
         self.assertEqual([image.nvr for image in ret], ["parent-1-3", "parent-1-2"])
 
+    @patch("freshmaker.pyxis_gql.Client")
+    def test_images_with_missing_nvr_data(self, mock_pyxis_client):
+        mock_pyxis_client.return_value.execute.return_value = {
+            "find_images": {
+                "data": [
+                    {
+                        "architecture": "amd64",
+                        "brew": None,
+                        "content_sets": ["dummy-content-set-1"],
+                        "edges": {
+                            "rpm_manifest": {
+                                "data": {
+                                    "rpms": [
+                                        {
+                                            "name": "openssl",
+                                            "nvra": "openssl-1.2.3-2.amd64",
+                                            "srpm_name": "openssl",
+                                            "srpm_nevra": "openssl-1.2.3-2.amd64",
+                                        }
+                                    ]
+                                }
+                            }
+                        },
+                        "parent_brew_build": "ubi8-minimal-container-8.6-100.1582220001",
+                        "parsed_data": {},
+                        "repositories": [
+                            {
+                                "published": True,
+                                "registry": "registry.example.com",
+                                "repository": "product/repo1",
+                                "tags": [{"name": "latest"}],
+                            }
+                        ],
+                    }
+                ],
+                "error": None,
+                "page": 0,
+                "page_size": 250,
+                "total": 2,
+            }
+        }
+        pyxis = PyxisAPI(server_url=self.fake_server_url)
+        repositories = {
+            repo["repository"]: repo for repo in self.fake_repositories_with_content_sets
+        }
+        ret = pyxis.find_images_with_included_rpms(
+            ["dummy-content-set-1"], ["openssl-1.2.4-2"], repositories
+        )
+        self.assertEqual([], ret)
+
     def _filter_fnc(self, image):
         return image.nvr.startswith("filtered_")