diff --git a/README.md b/README.md
index 467eed179b9c2..f98daa6479e43 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,35 @@
 Panoramix
 =========
 
-Panoramix is a web UI for Druid.io
+Panoramix is a web UI to slice and dice data out of Druid.io
 
 ![img](https://descubrirlahistoria.es/wp-content/uploads/2014/03/panoramix.jpg)
+
+What's Druid?
+-------------
+From their website at http://druid.io
+
+*Druid is an open-source analytics data store designed for 
+business intelligence (OLAP) queries on event data. Druid provides low 
+latency (real-time) data ingestion, flexible data exploration, 
+and fast data aggregation. Existing Druid deployments have scaled to 
+trillions of events and petabytes of data. Druid is best used to 
+power analytic dashboards and applications.*
+
+Panoramix
+---------
+Panoramix started as a hackathon project at Airbnb while running a POC
+(proof of concept) on Druid. The main goal is to provide an easy to 
+leverage Druid's speed to power analytics **at the speed of thought**.
+
+Panoramix provides:
+* A way to query intuitively a Druid dataset, allowing for grouping, filtering
+    limiting and defining a time granularity
+* Many charts and visualization to analyze your data, as well as a flexible
+    way to extend the visualization capabilities
+* An extensible, high granularity security model allowing intricate rules
+    on who can access which features, and integration with major 
+    authentication providers (through Flask AppBuiler)
+* An easy way to control how Druid datasources are displayed in the UI,
+    by defining which fields should show up in which drop down and which
+    aggregation and function (metrics) are made available to the user
diff --git a/README.rst b/README.rst
deleted file mode 100644
index bc267194cd6a1..0000000000000
--- a/README.rst
+++ /dev/null
@@ -1,15 +0,0 @@
-Base Skeleton to start your application using Flask-AppBuilder
---------------------------------------------------------------
-
-- Install it::
-
-	pip install flask-appbuilder
-	git clone https://github.com/dpgaspar/Flask-AppBuilder-Skeleton.git
-
-- Run it::
-
-	fabmanager run
-
-
-That's it!!
-
diff --git a/app/static/panoramix_screenshot.png b/app/static/panoramix_screenshot.png
new file mode 100644
index 0000000000000..d6da553957749
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diff --git a/requirements.txt b/requirements.txt
index a73765944ca7e..a5717712317aa 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,6 +1,5 @@
 pydruid
 python-dateutil
 flask
+flask-appbuilder
 pandas
-wtforms
-flask-bootstrap