diff --git a/pgml-cms/docs/cloud/serverless.md b/pgml-cms/docs/cloud/serverless.md
index 1ddb73741..32412d96f 100644
--- a/pgml-cms/docs/cloud/serverless.md
+++ b/pgml-cms/docs/cloud/serverless.md
@@ -1,15 +1,15 @@
-# Serverless databases
+# Serverless
-A Serverless PostgresML database can be created in less than 5 seconds and provides immediate access to modern GPU acceleration, a predefined set of state-of-the-art large language models that should satisfy most use cases, and dozens of supervised learning algorithms like XGBoost, LightGBM, Catboost, and everything from Scikit-learn.
-With a Serverless database, storage and compute resources dynamically adapt to your application's needs, ensuring it can scale down or handle peak loads without overprovisioning.
+A Serverless PostgresML database can be created in less than 5 seconds and provides immediate access to modern GPU acceleration, a predefined set of state-of-the-art large language models that should satisfy most use cases, and dozens of supervised learning algorithms like XGBoost, LightGBM, Catboost, and everything from Scikit-learn. We call this combination of tools an AI engine.
+With a Serverless engine, storage and compute resources dynamically adapt to your application's needs, ensuring it can scale down or handle peak loads without overprovisioning.
-Serverless databases are billed on a pay-per-use basis and we offer $100 in free credits to get you started!
+Serverless engines are billed on a pay-per-use basis and we offer $100 in free credits to get you started!
-### Create a Serverless database
+### Create a Serverless engine
-To create a Serverless database, make sure you have an account on postgresml.org. If you don't, you can create one now.
+To create a Serverless engine, make sure you have an account on postgresml.org. If you don't, you can create one now.
-Once logged in, select "New Database" from the left menu and choose the Serverless Plan.
+Once logged in, select "New Engine" from the left menu and choose the Serverless Plan.
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