diff --git a/examples/2016-10-31/policy_templates/all_policy_templates.yaml b/examples/2016-10-31/policy_templates/all_policy_templates.yaml
index 9d652528ef..6b25355d74 100644
--- a/examples/2016-10-31/policy_templates/all_policy_templates.yaml
+++ b/examples/2016-10-31/policy_templates/all_policy_templates.yaml
@@ -80,6 +80,9 @@ Resources:
         - KMSDecryptPolicy:
             KeyId: keyId
 
+        - KMSEncryptPolicy:
+            KeyId: keyId
+
         - SESBulkTemplatedCrudPolicy:
             IdentityName: name
 
diff --git a/samtranslator/policy_templates_data/policy_templates.json b/samtranslator/policy_templates_data/policy_templates.json
index dc1f7cbd77..f44f171ad6 100644
--- a/samtranslator/policy_templates_data/policy_templates.json
+++ b/samtranslator/policy_templates_data/policy_templates.json
@@ -798,6 +798,32 @@
         ]
       }
     },
+    "KMSEncryptPolicy": {
+      "Description": "Gives permission to encrypt with KMS Key",
+      "Parameters": {
+        "KeyId": {
+          "Description": "ID of the KMS Key"
+        }
+      },
+      "Definition": {
+        "Statement": [
+          {
+            "Action": "kms:Encrypt",
+            "Effect": "Allow",
+            "Resource": {
+              "Fn::Sub": [
+                "arn:${AWS::Partition}:kms:${AWS::Region}:${AWS::AccountId}:key/${keyId}",
+                {
+                  "keyId": {
+                    "Ref": "KeyId"
+                  }
+                }
+              ]
+            }
+          }
+        ]
+      }
+    },
     "PollyFullAccessPolicy": {
       "Description": "Gives full access permissions to Polly lexicon resources",
       "Parameters": {
diff --git a/tests/translator/input/all_policy_templates.yaml b/tests/translator/input/all_policy_templates.yaml
index 47509c70ea..f48a6abd98 100644
--- a/tests/translator/input/all_policy_templates.yaml
+++ b/tests/translator/input/all_policy_templates.yaml
@@ -151,3 +151,6 @@ Resources:
 
         - CodeCommitReadPolicy:
             RepositoryName: name
+
+        - KMSEncryptPolicy:
+            KeyId: keyId
\ No newline at end of file
diff --git a/tests/translator/output/all_policy_templates.json b/tests/translator/output/all_policy_templates.json
index 5fb0f4012b..7d2c5eb01b 100644
--- a/tests/translator/output/all_policy_templates.json
+++ b/tests/translator/output/all_policy_templates.json
@@ -1373,6 +1373,25 @@
                 }
               ]
             }
+          },
+          {
+            "PolicyName": "KitchenSinkFunctionRolePolicy52",
+            "PolicyDocument": {
+              "Statement": [
+                {
+                  "Action": "kms:Encrypt",
+                  "Resource": {
+                    "Fn::Sub": [
+                      "arn:${AWS::Partition}:kms:${AWS::Region}:${AWS::AccountId}:key/${keyId}",
+                      {
+                        "keyId": "keyId"
+                      }
+                    ]
+                  },
+                  "Effect": "Allow"
+                }
+              ]
+            }
           }
         ],
         "AssumeRolePolicyDocument": {
diff --git a/tests/translator/output/aws-cn/all_policy_templates.json b/tests/translator/output/aws-cn/all_policy_templates.json
index ebaac19d1f..348e296004 100644
--- a/tests/translator/output/aws-cn/all_policy_templates.json
+++ b/tests/translator/output/aws-cn/all_policy_templates.json
@@ -1372,6 +1372,25 @@
                 }
               ]
             }
+          },
+          {
+            "PolicyName": "KitchenSinkFunctionRolePolicy52",
+            "PolicyDocument": {
+              "Statement": [
+                {
+                  "Action": "kms:Encrypt",
+                  "Resource": {
+                    "Fn::Sub": [
+                      "arn:${AWS::Partition}:kms:${AWS::Region}:${AWS::AccountId}:key/${keyId}",
+                      {
+                        "keyId": "keyId"
+                      }
+                    ]
+                  },
+                  "Effect": "Allow"
+                }
+              ]
+            }
           }
         ],
         "AssumeRolePolicyDocument": {
diff --git a/tests/translator/output/aws-us-gov/all_policy_templates.json b/tests/translator/output/aws-us-gov/all_policy_templates.json
index 52ca4830f1..c46e42d2a5 100644
--- a/tests/translator/output/aws-us-gov/all_policy_templates.json
+++ b/tests/translator/output/aws-us-gov/all_policy_templates.json
@@ -1373,6 +1373,25 @@
                 }
               ]
             }
+          },
+          {
+            "PolicyName": "KitchenSinkFunctionRolePolicy52",
+            "PolicyDocument": {
+              "Statement": [
+                {
+                  "Action": "kms:Encrypt",
+                  "Resource": {
+                    "Fn::Sub": [
+                      "arn:${AWS::Partition}:kms:${AWS::Region}:${AWS::AccountId}:key/${keyId}",
+                      {
+                        "keyId": "keyId"
+                      }
+                    ]
+                  },
+                  "Effect": "Allow"
+                }
+              ]
+            }
           }
         ],
         "AssumeRolePolicyDocument": {