diff --git a/README.rst b/README.rst
index f27aca7..fe8ea75 100644
--- a/README.rst
+++ b/README.rst
@@ -5,18 +5,24 @@ Quickstart
 
     pip install invoke
     invoke requirements
-    invoke apify sample.xlsx sqlite:///$(pwd)/autoapi.sqlite
-    invoke serve sqlite:///$(pwd)/autoapi.sqlite
+    export AWS_ACCESS_KEY_ID="..."
+    export AWS_SECRET_ACCESS_KEY="..."
+    export AUTOAPI_BUCKET="..."
+    invoke serve
 
     curl http://localhost:5000
     curl http://localhost:5000/sample
     curl http://localhost:5000/sample/1
     curl http://localhost:5000/sample?LastName=SMITH
 
-
-## Example Implementation 
+Example Implementation 
+----------------------
 
 * https://autoapi.18f.gov/
 * if you want to see json, you can `curl https://autoapi.18f.gov`
 * https://autoapi.18f.gov/admin - `api-program` / `all-the-things`
 
+AWS Integration
+---------------
+
+**autoapi** synchronizes with the S3 bucket specified in the `AUTOAPI_BUCKET` environment variable. On starting the API server, **autoapi** creates a subscription to the target bucket using Amazon SNS. When files are added to or deleted from the bucket, the corresponding endpoints will automatically be updated on the API.