diff --git a/CHANGELOG.md b/CHANGELOG.md
index a90066de7..0a851077a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,13 @@
 # Changelog
 
+### [2.2.1](https://github.com/googleapis/java-automl/compare/v2.2.0...v2.2.1) (2022-05-25)
+
+
+### Dependencies
+
+* update dependency com.google.cloud:google-cloud-bigquery to v2.12.0 ([#1148](https://github.com/googleapis/java-automl/issues/1148)) ([1a9631b](https://github.com/googleapis/java-automl/commit/1a9631b00ee40ce83553d992be3898c7d9dfcf67))
+* update dependency com.google.cloud:google-cloud-storage to v2.7.0 ([#1147](https://github.com/googleapis/java-automl/issues/1147)) ([9785aba](https://github.com/googleapis/java-automl/commit/9785abaf1ef00dc034f7c83655f9e40c0f842cab))
+
 ## [2.2.0](https://github.com/googleapis/java-automl/compare/v2.1.24...v2.2.0) (2022-05-24)
 
 
diff --git a/README.md b/README.md
index 5d3322e7b..7bd1e35b2 100644
--- a/README.md
+++ b/README.md
@@ -50,17 +50,17 @@ If you are using Maven without BOM, add this to your dependencies:
 <dependency>
   <groupId>com.google.cloud</groupId>
   <artifactId>google-cloud-automl</artifactId>
-  <version>2.1.24</version>
+  <version>2.2.0</version>
 </dependency>
 <dependency>
   <groupId>com.google.cloud</groupId>
   <artifactId>google-cloud-bigquery</artifactId>
-  <version>2.11.2</version>
+  <version>2.12.0</version>
 </dependency>
 <dependency>
   <groupId>com.google.cloud</groupId>
   <artifactId>google-cloud-storage</artifactId>
-  <version>2.6.1</version>
+  <version>2.7.0</version>
 </dependency>
 
 ```
@@ -75,13 +75,13 @@ implementation 'com.google.cloud:google-cloud-automl'
 If you are using Gradle without BOM, add this to your dependencies
 
 ```Groovy
-implementation 'com.google.cloud:google-cloud-automl:2.1.24'
+implementation 'com.google.cloud:google-cloud-automl:2.2.0'
 ```
 
 If you are using SBT, add this to your dependencies
 
 ```Scala
-libraryDependencies += "com.google.cloud" % "google-cloud-automl" % "2.1.24"
+libraryDependencies += "com.google.cloud" % "google-cloud-automl" % "2.2.0"
 ```
 
 ## Authentication
diff --git a/google-cloud-automl-bom/pom.xml b/google-cloud-automl-bom/pom.xml
index 7b01533d0..f4eb0a589 100644
--- a/google-cloud-automl-bom/pom.xml
+++ b/google-cloud-automl-bom/pom.xml
@@ -3,7 +3,7 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>com.google.cloud</groupId>
   <artifactId>google-cloud-automl-bom</artifactId>
-  <version>2.2.0</version><!-- {x-version-update:google-cloud-automl:current} -->
+  <version>2.2.1</version><!-- {x-version-update:google-cloud-automl:current} -->
   <packaging>pom</packaging>
   <parent>
     <groupId>com.google.cloud</groupId>
@@ -52,27 +52,27 @@
       <dependency>
         <groupId>com.google.cloud</groupId>
         <artifactId>google-cloud-automl</artifactId>
-        <version>2.2.0</version><!-- {x-version-update:google-cloud-automl:current} -->
+        <version>2.2.1</version><!-- {x-version-update:google-cloud-automl:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>grpc-google-cloud-automl-v1beta1</artifactId>
-        <version>0.89.0</version><!-- {x-version-update:grpc-google-cloud-automl-v1beta1:current} -->
+        <version>0.89.1</version><!-- {x-version-update:grpc-google-cloud-automl-v1beta1:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>grpc-google-cloud-automl-v1</artifactId>
-        <version>2.2.0</version><!-- {x-version-update:grpc-google-cloud-automl-v1:current} -->
+        <version>2.2.1</version><!-- {x-version-update:grpc-google-cloud-automl-v1:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>proto-google-cloud-automl-v1beta1</artifactId>
-        <version>0.89.0</version><!-- {x-version-update:proto-google-cloud-automl-v1beta1:current} -->
+        <version>0.89.1</version><!-- {x-version-update:proto-google-cloud-automl-v1beta1:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>proto-google-cloud-automl-v1</artifactId>
-        <version>2.2.0</version><!-- {x-version-update:proto-google-cloud-automl-v1:current} -->
+        <version>2.2.1</version><!-- {x-version-update:proto-google-cloud-automl-v1:current} -->
       </dependency>
     </dependencies>
   </dependencyManagement>
diff --git a/google-cloud-automl/pom.xml b/google-cloud-automl/pom.xml
index ebbe6e3e3..3c2c891f3 100644
--- a/google-cloud-automl/pom.xml
+++ b/google-cloud-automl/pom.xml
@@ -3,7 +3,7 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>com.google.cloud</groupId>
   <artifactId>google-cloud-automl</artifactId>
-  <version>2.2.0</version><!-- {x-version-update:google-cloud-automl:current} -->
+  <version>2.2.1</version><!-- {x-version-update:google-cloud-automl:current} -->
   <packaging>jar</packaging>
   <name>Google Cloud AutoML</name>
   <url>https://github.com/googleapis/java-automl</url>
@@ -11,7 +11,7 @@
   <parent>
     <groupId>com.google.cloud</groupId>
     <artifactId>google-cloud-automl-parent</artifactId>
-    <version>2.2.0</version><!-- {x-version-update:google-cloud-automl:current} -->
+    <version>2.2.1</version><!-- {x-version-update:google-cloud-automl:current} -->
   </parent>
   <properties>
     <site.installationModule>google-cloud-automl</site.installationModule>
diff --git a/grpc-google-cloud-automl-v1/pom.xml b/grpc-google-cloud-automl-v1/pom.xml
index 93addba5e..f1c153ecb 100644
--- a/grpc-google-cloud-automl-v1/pom.xml
+++ b/grpc-google-cloud-automl-v1/pom.xml
@@ -4,13 +4,13 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>com.google.api.grpc</groupId>
   <artifactId>grpc-google-cloud-automl-v1</artifactId>
-  <version>2.2.0</version><!-- {x-version-update:grpc-google-cloud-automl-v1:current} -->
+  <version>2.2.1</version><!-- {x-version-update:grpc-google-cloud-automl-v1:current} -->
   <name>grpc-google-cloud-automl-v1</name>
   <description>GRPC library for grpc-google-cloud-automl-v1</description>
   <parent>
     <groupId>com.google.cloud</groupId>
     <artifactId>google-cloud-automl-parent</artifactId>
-    <version>2.2.0</version><!-- {x-version-update:google-cloud-automl:current} -->
+    <version>2.2.1</version><!-- {x-version-update:google-cloud-automl:current} -->
   </parent>
   <dependencies>
     <dependency>
diff --git a/grpc-google-cloud-automl-v1beta1/pom.xml b/grpc-google-cloud-automl-v1beta1/pom.xml
index 779dc6d8a..98fcb9e1d 100644
--- a/grpc-google-cloud-automl-v1beta1/pom.xml
+++ b/grpc-google-cloud-automl-v1beta1/pom.xml
@@ -4,13 +4,13 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>com.google.api.grpc</groupId>
   <artifactId>grpc-google-cloud-automl-v1beta1</artifactId>
-  <version>0.89.0</version><!-- {x-version-update:grpc-google-cloud-automl-v1beta1:current} -->
+  <version>0.89.1</version><!-- {x-version-update:grpc-google-cloud-automl-v1beta1:current} -->
   <name>grpc-google-cloud-automl-v1beta1</name>
   <description>GRPC library for grpc-google-cloud-automl-v1beta1</description>
   <parent>
     <groupId>com.google.cloud</groupId>
     <artifactId>google-cloud-automl-parent</artifactId>
-    <version>2.2.0</version><!-- {x-version-update:google-cloud-automl:current} -->
+    <version>2.2.1</version><!-- {x-version-update:google-cloud-automl:current} -->
   </parent>
   <dependencies>
     <dependency>
diff --git a/pom.xml b/pom.xml
index 63f28a099..a83c76d37 100644
--- a/pom.xml
+++ b/pom.xml
@@ -4,7 +4,7 @@
   <groupId>com.google.cloud</groupId>
   <artifactId>google-cloud-automl-parent</artifactId>
   <packaging>pom</packaging>
-  <version>2.2.0</version><!-- {x-version-update:google-cloud-automl:current} -->
+  <version>2.2.1</version><!-- {x-version-update:google-cloud-automl:current} -->
   <name>Google Cloud AutoML Parent</name>
   <url>https://github.com/googleapis/java-automl</url>
   <description>
@@ -62,27 +62,27 @@
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>proto-google-cloud-automl-v1beta1</artifactId>
-        <version>0.89.0</version><!-- {x-version-update:proto-google-cloud-automl-v1beta1:current} -->
+        <version>0.89.1</version><!-- {x-version-update:proto-google-cloud-automl-v1beta1:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>proto-google-cloud-automl-v1</artifactId>
-        <version>2.2.0</version><!-- {x-version-update:proto-google-cloud-automl-v1:current} -->
+        <version>2.2.1</version><!-- {x-version-update:proto-google-cloud-automl-v1:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>grpc-google-cloud-automl-v1beta1</artifactId>
-        <version>0.89.0</version><!-- {x-version-update:grpc-google-cloud-automl-v1beta1:current} -->
+        <version>0.89.1</version><!-- {x-version-update:grpc-google-cloud-automl-v1beta1:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.api.grpc</groupId>
         <artifactId>grpc-google-cloud-automl-v1</artifactId>
-        <version>2.2.0</version><!-- {x-version-update:grpc-google-cloud-automl-v1:current} -->
+        <version>2.2.1</version><!-- {x-version-update:grpc-google-cloud-automl-v1:current} -->
       </dependency>
       <dependency>
         <groupId>com.google.cloud</groupId>
         <artifactId>google-cloud-automl</artifactId>
-        <version>2.2.0</version><!-- {x-version-update:google-cloud-automl:current} -->
+        <version>2.2.1</version><!-- {x-version-update:google-cloud-automl:current} -->
       </dependency>
 
       <dependency>
diff --git a/proto-google-cloud-automl-v1/pom.xml b/proto-google-cloud-automl-v1/pom.xml
index 966e56fc2..a1b9ed708 100644
--- a/proto-google-cloud-automl-v1/pom.xml
+++ b/proto-google-cloud-automl-v1/pom.xml
@@ -4,13 +4,13 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>com.google.api.grpc</groupId>
   <artifactId>proto-google-cloud-automl-v1</artifactId>
-  <version>2.2.0</version><!-- {x-version-update:proto-google-cloud-automl-v1:current} -->
+  <version>2.2.1</version><!-- {x-version-update:proto-google-cloud-automl-v1:current} -->
   <name>proto-google-cloud-automl-v1</name>
   <description>PROTO library for proto-google-cloud-automl-v1</description>
   <parent>
     <groupId>com.google.cloud</groupId>
     <artifactId>google-cloud-automl-parent</artifactId>
-    <version>2.2.0</version><!-- {x-version-update:google-cloud-automl:current} -->
+    <version>2.2.1</version><!-- {x-version-update:google-cloud-automl:current} -->
   </parent>
   <dependencies>
     <dependency>
diff --git a/proto-google-cloud-automl-v1beta1/pom.xml b/proto-google-cloud-automl-v1beta1/pom.xml
index 4daf59e1b..7c6cbd097 100644
--- a/proto-google-cloud-automl-v1beta1/pom.xml
+++ b/proto-google-cloud-automl-v1beta1/pom.xml
@@ -4,13 +4,13 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>com.google.api.grpc</groupId>
   <artifactId>proto-google-cloud-automl-v1beta1</artifactId>
-  <version>0.89.0</version><!-- {x-version-update:proto-google-cloud-automl-v1beta1:current} -->
+  <version>0.89.1</version><!-- {x-version-update:proto-google-cloud-automl-v1beta1:current} -->
   <name>proto-google-cloud-automl-v1beta1</name>
   <description>PROTO library for proto-google-cloud-automl-v1beta1</description>
   <parent>
     <groupId>com.google.cloud</groupId>
     <artifactId>google-cloud-automl-parent</artifactId>
-    <version>2.2.0</version><!-- {x-version-update:google-cloud-automl:current} -->
+    <version>2.2.1</version><!-- {x-version-update:google-cloud-automl:current} -->
   </parent>
   <dependencies>
     <dependency>
diff --git a/samples/install-without-bom/pom.xml b/samples/install-without-bom/pom.xml
index 6b2c86980..e17e9ad93 100644
--- a/samples/install-without-bom/pom.xml
+++ b/samples/install-without-bom/pom.xml
@@ -29,17 +29,17 @@
     <dependency>
       <groupId>com.google.cloud</groupId>
       <artifactId>google-cloud-automl</artifactId>
-      <version>2.1.24</version>
+      <version>2.2.0</version>
     </dependency>
     <dependency>
       <groupId>com.google.cloud</groupId>
       <artifactId>google-cloud-bigquery</artifactId>
-      <version>2.11.2</version>
+      <version>2.12.0</version>
     </dependency>
     <dependency>
       <groupId>com.google.cloud</groupId>
       <artifactId>google-cloud-storage</artifactId>
-      <version>2.6.1</version>
+      <version>2.7.0</version>
     </dependency>
     <!-- [END automl_install_without_bom] -->
 
diff --git a/samples/snapshot/pom.xml b/samples/snapshot/pom.xml
index 31f6ecd49..978982bbf 100644
--- a/samples/snapshot/pom.xml
+++ b/samples/snapshot/pom.xml
@@ -28,18 +28,18 @@
     <dependency>
       <groupId>com.google.cloud</groupId>
       <artifactId>google-cloud-automl</artifactId>
-      <version>2.2.0</version>
+      <version>2.2.1</version>
     </dependency>
     <!-- {x-version-update-end} -->
     <dependency>
       <groupId>com.google.cloud</groupId>
       <artifactId>google-cloud-bigquery</artifactId>
-      <version>2.11.2</version>
+      <version>2.12.0</version>
     </dependency>
     <dependency>
     <groupId>com.google.cloud</groupId>
     <artifactId>google-cloud-storage</artifactId>
-      <version>2.6.1</version>
+      <version>2.7.0</version>
     </dependency>
 
     <dependency>
diff --git a/versions.txt b/versions.txt
index b72c86c87..a6befd9b2 100644
--- a/versions.txt
+++ b/versions.txt
@@ -1,8 +1,8 @@
 # Format:
 # module:released-version:current-version
 
-google-cloud-automl:2.2.0:2.2.0
-grpc-google-cloud-automl-v1beta1:0.89.0:0.89.0
-grpc-google-cloud-automl-v1:2.2.0:2.2.0
-proto-google-cloud-automl-v1beta1:0.89.0:0.89.0
-proto-google-cloud-automl-v1:2.2.0:2.2.0
+google-cloud-automl:2.2.1:2.2.1
+grpc-google-cloud-automl-v1beta1:0.89.1:0.89.1
+grpc-google-cloud-automl-v1:2.2.1:2.2.1
+proto-google-cloud-automl-v1beta1:0.89.1:0.89.1
+proto-google-cloud-automl-v1:2.2.1:2.2.1