diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 00000000..5b07acd6
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,28 @@
+FROM node:0.12
+MAINTAINER Pelias
+
+EXPOSE 3100
+LABEL io.openshift.expose-services 3100:http
+
+# Where the app is built and run inside the docker fs
+ENV WORK=/opt/pelias
+
+# Used indirectly for saving npm logs etc.
+ENV HOME=/opt/pelias
+
+WORKDIR ${WORK}
+ADD . ${WORK}
+
+# Build and set permissions for arbitary non-root user
+RUN npm install && \
+  npm test && \
+  chmod -R a+rwX .
+
+ADD pelias.json.docker pelias.json
+
+# Don't run as root, because there's no reason to (https://docs.docker.com/engine/articles/dockerfile_best-practices/#user).
+# This also reveals permission problems on local Docker.
+RUN chown -R 9999:9999 ${WORK}
+USER 9999
+
+CMD npm start
diff --git a/pelias.json.docker b/pelias.json.docker
new file mode 100644
index 00000000..7d012f02
--- /dev/null
+++ b/pelias.json.docker
@@ -0,0 +1,18 @@
+{
+  "esclient": {
+    "hosts": [
+      {
+        "env": "production",
+        "protocol": "http",
+        "host": "pelias-data-container",
+        "port": 9200
+      },
+      {
+        "env": "production",
+        "protocol": "http",
+        "host": "pelias-data-container",
+        "port": 9300
+      }
+    ]
+  }
+}