diff --git a/spring-cloud-aws-autoconfigure/src/main/java/io/awspring/cloud/autoconfigure/config/parameterstore/ParameterStoreAutoConfiguration.java b/spring-cloud-aws-autoconfigure/src/main/java/io/awspring/cloud/autoconfigure/config/parameterstore/ParameterStoreAutoConfiguration.java
new file mode 100644
index 000000000..4cdb9b27f
--- /dev/null
+++ b/spring-cloud-aws-autoconfigure/src/main/java/io/awspring/cloud/autoconfigure/config/parameterstore/ParameterStoreAutoConfiguration.java
@@ -0,0 +1,57 @@
+/*
+ * Copyright 2013-2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package io.awspring.cloud.autoconfigure.config.parameterstore;
+
+import io.awspring.cloud.autoconfigure.core.AwsClientBuilderConfigurer;
+import io.awspring.cloud.autoconfigure.core.AwsClientCustomizer;
+import io.awspring.cloud.autoconfigure.core.AwsConnectionDetails;
+import io.awspring.cloud.autoconfigure.core.CredentialsProviderAutoConfiguration;
+import io.awspring.cloud.autoconfigure.core.RegionProviderAutoConfiguration;
+import org.springframework.beans.factory.ObjectProvider;
+import org.springframework.boot.autoconfigure.AutoConfiguration;
+import org.springframework.boot.autoconfigure.AutoConfigureAfter;
+import org.springframework.boot.autoconfigure.condition.ConditionalOnClass;
+import org.springframework.boot.autoconfigure.condition.ConditionalOnMissingBean;
+import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty;
+import org.springframework.boot.context.properties.EnableConfigurationProperties;
+import org.springframework.context.annotation.Bean;
+import software.amazon.awssdk.services.ssm.SsmClient;
+import software.amazon.awssdk.services.ssm.SsmClientBuilder;
+
+/**
+ * {@link AutoConfiguration Auto-Configuration} for AWS Parameter Store integration.
+ *
+ * @author Oleh Onufryk
+ * @since 3.3.0
+ */
+@AutoConfiguration
+@EnableConfigurationProperties(ParameterStoreProperties.class)
+@ConditionalOnClass({ SsmClient.class })
+@AutoConfigureAfter({ CredentialsProviderAutoConfiguration.class, RegionProviderAutoConfiguration.class })
+@ConditionalOnProperty(name = "spring.cloud.aws.parameterstore.enabled", havingValue = "true", matchIfMissing = true)
+public class ParameterStoreAutoConfiguration {
+
+	@Bean
+	@ConditionalOnMissingBean
+	public SsmClient ssmClient(ParameterStoreProperties properties,
+			AwsClientBuilderConfigurer awsClientBuilderConfigurer,
+			ObjectProvider<AwsClientCustomizer<SsmClientBuilder>> customizers,
+			ObjectProvider<AwsConnectionDetails> connectionDetails) {
+		return awsClientBuilderConfigurer.configure(SsmClient.builder(), properties, connectionDetails.getIfAvailable(),
+				customizers.getIfAvailable()).build();
+	}
+
+}
diff --git a/spring-cloud-aws-autoconfigure/src/main/resources/META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports b/spring-cloud-aws-autoconfigure/src/main/resources/META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports
index 45f2b8888..a52f7b419 100644
--- a/spring-cloud-aws-autoconfigure/src/main/resources/META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports
+++ b/spring-cloud-aws-autoconfigure/src/main/resources/META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports
@@ -13,3 +13,4 @@ io.awspring.cloud.autoconfigure.dynamodb.DynamoDbAutoConfiguration
 io.awspring.cloud.autoconfigure.config.secretsmanager.SecretsManagerReloadAutoConfiguration
 io.awspring.cloud.autoconfigure.config.secretsmanager.SecretsManagerAutoConfiguration
 io.awspring.cloud.autoconfigure.config.parameterstore.ParameterStoreReloadAutoConfiguration
+io.awspring.cloud.autoconfigure.config.parameterstore.ParameterStoreAutoConfiguration
diff --git a/spring-cloud-aws-autoconfigure/src/test/java/io/awspring/cloud/autoconfigure/config/parameterstore/ParameterStoreAutoConfigurationTest.java b/spring-cloud-aws-autoconfigure/src/test/java/io/awspring/cloud/autoconfigure/config/parameterstore/ParameterStoreAutoConfigurationTest.java
new file mode 100644
index 000000000..d15df319c
--- /dev/null
+++ b/spring-cloud-aws-autoconfigure/src/test/java/io/awspring/cloud/autoconfigure/config/parameterstore/ParameterStoreAutoConfigurationTest.java
@@ -0,0 +1,63 @@
+package io.awspring.cloud.autoconfigure.config.parameterstore;
+
+import io.awspring.cloud.autoconfigure.core.AwsAutoConfiguration;
+import io.awspring.cloud.autoconfigure.core.CredentialsProviderAutoConfiguration;
+import io.awspring.cloud.autoconfigure.core.RegionProviderAutoConfiguration;
+import org.junit.jupiter.api.Test;
+import org.mockito.internal.util.MockUtil;
+import org.springframework.boot.autoconfigure.AutoConfigurations;
+import org.springframework.boot.test.context.TestConfiguration;
+import org.springframework.boot.test.context.runner.ApplicationContextRunner;
+import org.springframework.context.annotation.Bean;
+import software.amazon.awssdk.services.ssm.SsmClient;
+
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.mockito.Mockito.mock;
+
+/**
+ * Tests for {@link ParameterStoreAutoConfiguration}
+ */
+class ParameterStoreAutoConfigurationTest {
+
+	private final ApplicationContextRunner contextRunner = new ApplicationContextRunner()
+		.withPropertyValues("spring.cloud.aws.region.static:eu-west-1")
+		.withConfiguration(AutoConfigurations.of(RegionProviderAutoConfiguration.class,
+			CredentialsProviderAutoConfiguration.class, ParameterStoreAutoConfiguration.class,
+			AwsAutoConfiguration.class));
+
+	@Test
+	void parameterStoreAutoConfigurationIsDisabled() {
+		this.contextRunner.withPropertyValues("spring.cloud.aws.parameterstore.enabled:false")
+			.run(context -> assertThat(context).doesNotHaveBean(SsmClient.class));
+	}
+
+	@Test
+	void parameterStoreAutoConfigurationIsEnabled() {
+		this.contextRunner.withPropertyValues("spring.cloud.aws.parameterstore.enabled:true")
+			.run(context -> assertThat(context).hasSingleBean(SsmClient.class));
+	}
+
+	@Test
+	void createsClientBeanByDefault() {
+		this.contextRunner.run(context -> assertThat(context).hasSingleBean(SsmClient.class));
+	}
+
+	@Test
+	void usesCustomBeanWhenProvided() {
+		this.contextRunner.withUserConfiguration(CustomParameterStoreConfiguration.class).run(context -> {
+			assertThat(context).hasSingleBean(SsmClient.class);
+			assertThat(MockUtil.isMock(context.getBean(SsmClient.class))).isTrue();
+		});
+	}
+
+	@TestConfiguration
+	static class CustomParameterStoreConfiguration {
+
+		@Bean
+		SsmClient ssmClient() {
+			return mock(SsmClient.class);
+		}
+
+	}
+
+}