diff --git a/README.md b/README.md
index 6773da01df..59f8a4402f 100644
--- a/README.md
+++ b/README.md
@@ -41,6 +41,10 @@ __Discovery__: Feast allows users to easily explore and discover features and th
 * [Components](docs/components.md)
 * [Concepts](docs/concepts.md)
 
+For Feast administrators:
+* [Installation quickstart](docs/install.md}
+* [Helm charts](charts/README.md} details
+
 ## Notice
 
 Feast is still under active development. Your feedback and contributions are important to us.
diff --git a/docs/install.md b/docs/install.md
new file mode 100644
index 0000000000..6cab5f8016
--- /dev/null
+++ b/docs/install.md
@@ -0,0 +1,87 @@
+# Feast Installation Quickstart Guide
+
+This is a quickstart guide for Feast administrators setting up a Feast
+deployment for the first time.
+
+Feast is meant to run on Kubernetes, and currently requires managed
+services from GCP for certain operations
+* Dataflow (for loading feature data into Feast)
+* BigQuery (to act as feature warehouse)
+* Pub/Sub (for event data)
+* Cloud Storage (for staging data and logs)
+
+This guide will assume that users are using GKE (Google Container
+Engine), and that these managed services are available. In addition,
+Redis will be used for the feature serving database.
+
+## Prerequisites
+
+* Kubernetes cluster
+  * The user should have a GKE cluster provisioned, with `kubectl` set
+    up to access this cluster
+  * This cluster should have the right scopes to start jobs on
+    Dataflow and to modify BigQuery datasets and tables. The simplest
+    way to set this up is by setting the scope to `cloud-platform` when
+    provisioning the Kubernetes cluster.
+* [Helm](https://helm.sh/)
+  * Helm should be installed locally and Tiller should be installed
+    within this cluster. As noted
+    [here](https://medium.com/google-cloud/helm-on-gke-cluster-quick-hands-on-guide-ecffad94b0),
+    make sure you have the cluster-admin role attached to the Helm
+    service account.
+* Feast repository
+  * You have cloned the [Feast
+    repository](https://github.com/gojek/feast/) and your command line
+    is active in the root of the repository
+
+## Set up the environment
+
+Set the following environmental variables before beginning the installation
+
+```sh
+GCP_PROJECT=my-feast-project
+FEAST_CLUSTER=feast
+FEAST_REPO=$(pwd)
+FEAST_VERSION=0.1.0
+FEAST_STORAGE_BUCKET=gs://${PROJECT}-feast
+```
+
+Ensure that your `kubectl` context is set to the correct cluster
+
+```sh
+gcloud container clusters get-credentials "${FEAST_CLUSTER}" --project "${GCP_PROJECT}"
+```
+
+Create a storage bucket for Feast to stage data
+
+```sh
+gsutil mb "${FEAST_STORAGE_BUCKET}"
+```
+
+## Install Feast using Helm
+
+Create a copy of the Helm `values.yaml` file. This file will need to
+be configured with the specifics of your environment.
+
+```sh
+cp charts/feast/values.yaml .
+```
+
+Keys that likely need to be changed based on the user’s environment are
+* `core.projectId` - your GCP project
+* `core.image.tag` - the current Feast version
+* `serving.image.tag` - the current Feast version
+* `core.jobs.*` 
+  * `DataflowRunner` or `DirectRunner` or `FlinkRunner` settings for Beam
+  * Note: `DirectRunner` should not be used in production it is for testing only.
+
+See the [documentation page](#) for the complete list of options.
+
+You can update `values.yaml` directly, or specify overrides on the Helm command line:
+
+```sh
+helm install --name feast charts/dist/feast-${FEAST_VERSION}.tgz \
+--set core.projectId=${GCP_PROJECT} \
+--set core.image.tag=${FEAST_VERSION} \
+--set serving.image.tag=${FEAST_VERSION}
+```