diff --git a/helpers/create-abi-dump.py b/helpers/create-abi-dump.py
--- a/helpers/create-abi-dump.py
+++ b/helpers/create-abi-dump.py
@@ -6,6 +6,7 @@
 import argparse
 import tempfile
 import subprocess
+import sys
 from collections import defaultdict
 from typing import Dict, List, Union
 
@@ -288,23 +289,35 @@
 if not scmRevision:
     scmRevision = subprocess.check_output(["git", "log", "--format=%H", "-n 1", "HEAD"]).strip().decode()
 
+# Check every libraries ABI and do not fail, if one is not fine.
+# Safe the overall retval state
+retval = 0
+
 # Now we generate the ABI dumps for every library we have found
 for library in foundLibraries:
-    # Create the ABI Dump for this library
-    library.createABIDump( runtimeEnvironment=buildEnvironment )
-
-    # Determine where the ABI Dump archive is located
-    # This location is controlled by abi-compliance-checker, but follows a predictable pattern
-    fileName = "abi_dumps/{name}/{version}/ABI.dump".format(name=library.name,version=library.version)
-
-    extraMetadata = {
-            "SONAME": max([t['SONAME'] for t in library.targets.values()]), # use max because there may be more than one lib inside
-            "version": library.version,
-            "libname": library.name,
-            "targets": list(library.targets),
-            "project": arguments.project,
-            "branchGroup": arguments.branchGroup,
-            "platform": arguments.platform,
-    }
-    packageName = "{name}_{scmRevision}_{platform}".format(name=library.name, scmRevision=scmRevision)
-    ourArchive.storePackage(packageName, fileName, scmRevision, extraMetadata)
+    try:
+        # Create the ABI Dump for this library
+        library.createABIDump( runtimeEnvironment=buildEnvironment )
+
+        # Determine where the ABI Dump archive is located
+        # This location is controlled by abi-compliance-checker, but follows a predictable pattern
+        fileName = "abi_dumps/{name}/{version}/ABI.dump".format(name=library.name,version=library.version)
+
+        extraMetadata = {
+                "SONAME": max([t['SONAME'] for t in library.targets.values()]), # use max because there may be more than one lib inside
+                "version": library.version,
+                "libname": library.name,
+                "targets": list(library.targets),
+                "project": arguments.project,
+                "branchGroup": arguments.branchGroup,
+                "platform": arguments.platform,
+        }
+        packageName = "{name}_{scmRevision}_{platform}".format(name=library.name, scmRevision=scmRevision)
+        ourArchive.storePackage(packageName, fileName, scmRevision, extraMetadata)
+    except subprocess.CalledProcessError as e:
+        retval = e.returncode
+        logging.error("abi-complience-checker exited with {retval}".format(retval=retval))
+
+# We had an issue with one of the ABIs
+if retval != 0:
+    sys.exit(retval)