diff --git a/testdata/function/index.js b/testdata/function/index.js
new file mode 100644
index 00000000..c6cb24e0
--- /dev/null
+++ b/testdata/function/index.js
@@ -0,0 +1,8 @@
+exports.handler = async (event) => {
+    const response = {
+        statusCode: 200,
+        body: JSON.stringify('Hello from Lambda!'),
+    };
+    return response;
+};
+
diff --git a/tf/.gitignore b/tf/.gitignore
new file mode 100644
index 00000000..09b1e21a
--- /dev/null
+++ b/tf/.gitignore
@@ -0,0 +1,4 @@
+.terraform/
+
+*.tfstate
+*.tfstate.*
diff --git a/tf/main.tf b/tf/main.tf
new file mode 100644
index 00000000..d37b33b1
--- /dev/null
+++ b/tf/main.tf
@@ -0,0 +1,52 @@
+provider "aws" {
+  region = var.aws_region
+}
+
+module "ec_deployment" {
+  source                 = "github.com/elastic/apm-server//testing/infra/terraform/modules/ec_deployment?depth=1"
+  deployment_name_prefix = "apm-aws-lambda-smoke-testing"
+  integrations_server    = true
+  apm_server_expvar      = false
+  apm_server_pprof       = false
+  region                 = var.ess_region
+  deployment_template    = var.ess_deployment_template
+}
+
+module "lambda_function" {
+  source = "terraform-aws-modules/lambda/aws"
+
+  function_name = "smoke-testing-test"
+  description   = "Example Lambda function for smoke testing"
+  handler       = "index.handler"
+  runtime       = "nodejs16.x"
+
+  source_path = "../testdata/function/"
+
+  layers = [
+    module.lambda_layer_local.lambda_layer_arn,
+    "arn:aws:lambda:${var.aws_region}:267093732750:layer:elastic-apm-node-ver-3-38-0:1",
+  ]
+
+  environment_variables = {
+    NODE_OPTIONS                  = "-r elastic-apm-node/start"
+    ELASTIC_APM_LOG_LEVEL         = var.log_level
+    ELASTIC_APM_LAMBDA_APM_SERVER = module.ec_deployment.apm_url
+    ELASTIC_APM_SECRET_TOKEN      = module.ec_deployment.apm_secret_token
+  }
+
+  tags = {
+    Name = "my-lambda"
+  }
+}
+
+module "lambda_layer_local" {
+  source = "terraform-aws-modules/lambda/aws"
+
+  create_layer = true
+
+  layer_name          = "apm-lambda-extension-smoke-testing"
+  description         = "AWS Lambda Extension Layer for Elastic APM - smoke testing"
+  compatible_runtimes = ["nodejs16.x"]
+
+  source_path = "../bin/"
+}
diff --git a/tf/output.tf b/tf/output.tf
new file mode 100644
index 00000000..ef0576ae
--- /dev/null
+++ b/tf/output.tf
@@ -0,0 +1,16 @@
+output "elasticsearch_url" {
+  value       = module.ec_deployment.elasticsearch_url
+  description = "The secure Elasticsearch URL"
+}
+
+output "elasticsearch_username" {
+  value       = module.ec_deployment.elasticsearch_username
+  description = "The Elasticsearch username"
+  sensitive   = true
+}
+
+output "elasticsearch_password" {
+  value       = module.ec_deployment.elasticsearch_password
+  description = "The Elasticsearch password"
+  sensitive   = true
+}
diff --git a/tf/providers.tf b/tf/providers.tf
new file mode 100644
index 00000000..506fb456
--- /dev/null
+++ b/tf/providers.tf
@@ -0,0 +1,12 @@
+terraform {
+  required_providers {
+    aws = {
+      source  = "hashicorp/aws"
+      version = ">=4.28.0"
+    }
+    ec = {
+      source  = "elastic/ec"
+      version = ">=0.4.1"
+    }
+  }
+}
diff --git a/tf/test.sh b/tf/test.sh
new file mode 100755
index 00000000..3280828e
--- /dev/null
+++ b/tf/test.sh
@@ -0,0 +1,48 @@
+#!/bin/bash
+
+set -e
+
+export TF_IN_AUTOMATION=1
+export TF_CLI_ARGS=-no-color
+
+cleanup() {
+  terraform destroy -auto-approve >> tf.log
+}
+
+trap "cleanup" EXIT
+
+echo "-> Creating the underlying infrastructure..."
+terraform init | tee tf.log
+terraform apply -auto-approve | tee -a tf.log
+
+echo "-> Calling the lambda function..."
+aws lambda invoke --region=eu-central-1 --function-name smoke-testing-test response.json
+aws lambda invoke --region=eu-central-1 --function-name smoke-testing-test response.json
+
+echo "-> Waiting for the agent documents to be indexed in Elasticsearch..."
+
+ES_HOST=$(terraform output -raw elasticsearch_url)
+ES_USER=$(terraform output -raw elasticsearch_username)
+ES_PASS=$(terraform output -raw elasticsearch_password)
+
+hits=0
+attempts=0
+while [ ${hits} -eq 0 ]; do
+    # Check that ES has transaction documents on the GET endpoint.
+    resp=$(curl -s -H 'Content-Type: application/json' -u ${ES_USER}:${ES_PASS} "${ES_HOST}/traces-apm-*/_search" -d '{
+    "query": {
+        "match": {
+        "agent.name": "nodejs"
+        }
+    }
+    }')
+    hits=$(echo ${resp} | jq '.hits.total.value')
+    if [[ ${attempts} -ge 30 ]]; then
+        echo "-> Didn't find any traces for the NodeJS agents after ${attempts} attempts"
+        exit 1
+    fi
+    let "attempts+=1"
+    sleep 1
+done
+
+echo "-> Smoke tests passed!"
diff --git a/tf/variables.tf b/tf/variables.tf
new file mode 100644
index 00000000..c25268e5
--- /dev/null
+++ b/tf/variables.tf
@@ -0,0 +1,23 @@
+variable "aws_region" {
+  type        = string
+  description = "aws region"
+  default     = "eu-central-1"
+}
+
+variable "log_level" {
+  type        = string
+  description = "lambda extension log level"
+  default     = "trace"
+}
+
+variable "ess_region" {
+  type        = string
+  description = "ess region"
+  default     = "gcp-us-west2"
+}
+
+variable "ess_deployment_template" {
+  type        = string
+  description = "Elastic Cloud deployment template"
+  default     = "gcp-compute-optimized"
+}