diff --git a/.changeset/ten-planes-remember.md b/.changeset/ten-planes-remember.md
new file mode 100644
index 0000000000..2887aec568
--- /dev/null
+++ b/.changeset/ten-planes-remember.md
@@ -0,0 +1,8 @@
+---
+'@backstage/plugin-tech-insights-backend': patch
+---
+
+Add a catalog fact retriever
+
+Add a fact retriever which generates facts related to the completeness
+of entity data in the catalog.