diff --git a/blueprints/data-solutions/README.md b/blueprints/data-solutions/README.md
index 651b87a47..a2060560f 100644
--- a/blueprints/data-solutions/README.md
+++ b/blueprints/data-solutions/README.md
@@ -70,9 +70,9 @@ This [blueprint](./shielded-folder/) implements an opinionated folder configurat
 
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-### BigQuery ML and Vertex Pipeline
+### BigQuery ML and Vertex AI Pipeline
 
-<a href="./bq-ml/" title="BigQuery ML and Vertex Pipeline"><img src="./bq-ml/images/diagram.png" align="left" width="280px"></a>
+<a href="./bq-ml/" title="BigQuery ML and Vertex AI Pipeline"><img src="./bq-ml/images/diagram.png" align="left" width="280px"></a>
 This [blueprint](./bq-ml/) implements the infrastructure required to have a fully functional develpement environment using BigQuery ML and Vertex AI to develop and deploy a machine learning model to be used from Vertex AI endpoint or in BigQuery ML.
 
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diff --git a/blueprints/data-solutions/bq-ml/README.md b/blueprints/data-solutions/bq-ml/README.md
index 8390d7955..53bfdca66 100644
--- a/blueprints/data-solutions/bq-ml/README.md
+++ b/blueprints/data-solutions/bq-ml/README.md
@@ -1,4 +1,4 @@
-# BigQuery ML and Vertex Pipeline
+# BigQuery ML and Vertex AI Pipeline
 
 This blueprint creates the infrastructure needed to deploy and run a Vertex AI environment to develop and deploy a machine learning model to be used from Vertex AI endpoint or in BigQuery.