diff --git a/.audit/oberstet_fix_1975.md b/.audit/oberstet_fix_1975.md
new file mode 100644
index 000000000..17f14877d
--- /dev/null
+++ b/.audit/oberstet_fix_1975.md
@@ -0,0 +1,8 @@
+- [ ] I did **not** use any AI-assistance tools to help create this pull request.
+- [x] I **did** use AI-assistance tools to *help* create this pull request.
+- [x] I have read, understood and followed the project's AI_POLICY.md when creating code, documentation etc. for this pull request.
+
+Submitted by: @oberstet
+Date: 2026-10-07
+Related issue(s): #1975
+Branch: oberstet:fix_1975
diff --git a/.autobahn-crossbar-ai b/.autobahn-crossbar-ai
new file mode 160000
index 000000000..77eb90baa
--- /dev/null
+++ b/.autobahn-crossbar-ai
@@ -0,0 +1 @@
+Subproject commit 77eb90baa33f76272b5472b2fe3b1592e00b830b
diff --git a/.gitmodules b/.gitmodules
index c80417e75..832e3203a 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -10,3 +10,6 @@
 [submodule ".proto"]
 	path = .proto
 	url = https://github.com/wamp-proto/wamp-proto.git
+[submodule ".autobahn-crossbar-ai"]
+	path = .autobahn-crossbar-ai
+	url = https://github.com/crossbario/autobahn-crossbar-ai.git
diff --git a/aspects.toml b/aspects.toml
index 298ee13f8..0bf34dac8 100644
--- a/aspects.toml
+++ b/aspects.toml
@@ -1,3 +1,7 @@
 # Materialized aspect membership for this repository.
 # Rendered from the apex inventory (all.yml); NOT a source of truth.
 aspects = ["way-a", "pypi-release", "python-package"]
+
+[provider.python-package]
+repo = "crossbario/autobahn-crossbar-ai"
+path = ".autobahn-crossbar-ai"