diff --git a/examples/terraform/aws/README.md b/examples/terraform/aws/README.md
index 0f44c77f..fe76e269 100644
--- a/examples/terraform/aws/README.md
+++ b/examples/terraform/aws/README.md
@@ -84,6 +84,32 @@ flowchart LR
 
 # Kinesis
 
+## Autoscale
+
+Deploys a Kinesis Data Stream with autoscaling enabled. This can also be used without Substation to manage Kinesis Data Streams.
+
+```mermaid
+
+flowchart LR
+    kds[("Kinesis
+    Data Stream")]
+    sns("Autoscale SNS Topic")
+    cw_upscale("CloudWatch Upscale Alarm")
+    cw_downscale("CloudWatch Downscale Alarm")
+    autoscale("Autoscale Lambda")
+
+    autoscale -- UpdateShardCount API --> kds
+    autoscale -- PutMetricAlarm API ---> cw_upscale
+    autoscale -- PutMetricAlarm API ---> cw_downscale
+
+    cw_downscale -. notifies .- sns
+    cw_upscale -. notifies .- sns
+
+    sns -- notifies ---> autoscale
+    cw_downscale -. monitors .- kds
+    cw_upscale -. monitors .- kds
+```
+
 ## Firehose
 
 Deploys a [Kinesis Data Firehose](https://aws.amazon.com/kinesis/data-firehose/) delivery stream with [data transformation](https://docs.aws.amazon.com/firehose/latest/dev/data-transformation.html) enabled.
diff --git a/examples/terraform/aws/kinesis/autoscale/terraform/_provider.tf b/examples/terraform/aws/kinesis/autoscale/terraform/_provider.tf
new file mode 100644
index 00000000..872a6309
--- /dev/null
+++ b/examples/terraform/aws/kinesis/autoscale/terraform/_provider.tf
@@ -0,0 +1,4 @@
+provider "aws" {
+  # profile = "default"
+  region = "us-east-1"
+}
diff --git a/examples/terraform/aws/kinesis/autoscale/terraform/_resources.tf b/examples/terraform/aws/kinesis/autoscale/terraform/_resources.tf
new file mode 100644
index 00000000..2d7e38e6
--- /dev/null
+++ b/examples/terraform/aws/kinesis/autoscale/terraform/_resources.tf
@@ -0,0 +1,83 @@
+# Repository for the Autoscale app.
+module "ecr" {
+  source = "../../../../../../build/terraform/aws/ecr"
+
+  config = {
+    name         = "autoscale"
+    force_delete = true
+  }
+}
+
+# SNS topic for Kinesis Data Stream autoscale alarms.
+resource "aws_sns_topic" "autoscale" {
+  name = "autoscale"
+}
+
+# Kinesis Data Stream that is managed by the Autoscale app.
+module "kds" {
+  source = "../../../../../../build/terraform/aws/kinesis_data_stream"
+
+  config = {
+    name              = "substation"
+    autoscaling_topic = aws_sns_topic.autoscale.arn
+  }
+
+  # Min and max shards can be defined as tags to override changes made
+  # by the Autoscale app.
+  tags = {
+    MinimumShards = 2
+    MaximumShards = 4
+  }
+
+  # Add additional consumer and producer roles as needed.
+  access = [
+    # Autoscales the stream.
+    module.lambda_autoscale.role.name,
+  ]
+}
+
+# Lambda Autoscale application that manages Kinesis Data Streams.
+module "lambda_autoscale" {
+  source = "../../../../../../build/terraform/aws/lambda"
+
+  config = {
+    name        = "autoscale"
+    description = "Autoscaler for Kinesis Data Streams."
+    image_uri   = "${module.ecr.url}:latest" # This should use the project's release tags.
+    image_arm   = true
+
+    # Override the default Autoscale configuration using environment variables.
+    # These are the default settings, included for demonstration purposes.
+    env = {
+      "AUTOSCALE_KINESIS_THRESHOLD" : 0.7,
+      "AUTOSCALE_KINESIS_UPSCALE_DATAPOINTS" : 5,
+      "AUTOSCALE_KINESIS_DOWNSCALE_DATAPOINTS" : 60,
+    }
+  }
+
+  depends_on = [
+    module.ecr.url,
+  ]
+}
+
+resource "aws_sns_topic_subscription" "autoscale_subscription" {
+  topic_arn = aws_sns_topic.autoscale.arn
+  protocol  = "lambda"
+  endpoint  = module.lambda_autoscale.arn
+
+  depends_on = [
+    module.lambda_autoscale.name
+  ]
+}
+
+resource "aws_lambda_permission" "autoscale_invoke" {
+  statement_id  = "AllowExecutionFromSNS"
+  action        = "lambda:InvokeFunction"
+  function_name = module.lambda_autoscale.name
+  principal     = "sns.amazonaws.com"
+  source_arn    = aws_sns_topic.autoscale.arn
+
+  depends_on = [
+    module.lambda_autoscale.name
+  ]
+}