diff --git a/about/ols-about-openshift-lightspeed.adoc b/about/ols-about-openshift-lightspeed.adoc
index f3d16e183a4a..6b1eb0d8d487 100644
--- a/about/ols-about-openshift-lightspeed.adoc
+++ b/about/ols-about-openshift-lightspeed.adoc
@@ -16,6 +16,7 @@ include::modules/ols-large-language-model-requirements.adoc[leveloffset=+1]
 include::modules/ols-about-openai.adoc[leveloffset=+2]
 include::modules/ols-about-azure-openai.adoc[leveloffset=+2]
 include::modules/ols-about-watsonx.adoc[leveloffset=+2]
+include::modules/ols-about-rhelai.adoc[leveloffset=+2]
 include::modules/ols-about-rhoai.adoc[leveloffset=+2]
 include::modules/ols-about-data-use.adoc[leveloffset=+1]
 include::modules/ols-about-data-telemetry-transcript-and-feedback-collection.adoc[leveloffset=+1]
diff --git a/modules/ols-creating-lightspeed-custom-resource-file-using-cli.adoc b/modules/ols-creating-lightspeed-custom-resource-file-using-cli.adoc
index 64c05f97e7f6..6535437df201 100644
--- a/modules/ols-creating-lightspeed-custom-resource-file-using-cli.adoc
+++ b/modules/ols-creating-lightspeed-custom-resource-file-using-cli.adoc
@@ -56,7 +56,7 @@ spec:
       models:
       - name: granite-8b-code-instruct-128k
       name: red_hat_openshift_ai
-      type: rohai_vllm 
+      type: rhoai_vllm 
       url: <url> <1>
   ols:
     defaultProvider: red_hat_openshift_ai
diff --git a/modules/ols-creating-lightspeed-custom-resource-file-using-web-console.adoc b/modules/ols-creating-lightspeed-custom-resource-file-using-web-console.adoc
index 23618f65fc01..a120201b6e6c 100644
--- a/modules/ols-creating-lightspeed-custom-resource-file-using-web-console.adoc
+++ b/modules/ols-creating-lightspeed-custom-resource-file-using-web-console.adoc
@@ -58,7 +58,7 @@ spec:
       models:
       - name: granite-8b-code-instruct-128k
       name: red_hat_openshift_ai
-      type: rohai_vllm
+      type: rhoai_vllm
       url: <url> <1>
   ols:
     defaultProvider: red_hat_openshift_ai