diff --git a/README.md b/README.md
index b544fd5c..8d01cb94 100644
--- a/README.md
+++ b/README.md
@@ -26,6 +26,15 @@ Final demo is one of the sequence to sequence tasks, machine translation. Since
 
 ![Machine Translation](./docs/translation.gif)
 
+## Deployment
+
+### Azure
+
+Doccano can be deployed to Azure ([Web App for Containers](https://azure.microsoft.com/en-us/services/app-service/containers/) +
+[PostgreSQL database](https://azure.microsoft.com/en-us/services/postgresql/)) by clicking on the button below:
+
+[![Deploy to Azure](https://azuredeploy.net/deploybutton.svg)](https://portal.azure.com/#create/Microsoft.Template/uri/https%3A%2F%2Fraw.githubusercontent.com%2Fchakki-works%2Fdoccano%2Fmaster%2Fazuredeploy.json)
+
 ## Features
 
 * Collaborative annotation
diff --git a/azuredeploy.json b/azuredeploy.json
new file mode 100644
index 00000000..b44b7ed6
--- /dev/null
+++ b/azuredeploy.json
@@ -0,0 +1,197 @@
+{
+  "$schema": "https://schema.management.azure.com/schemas/2015-01-01/deploymentTemplate.json#",
+  "contentVersion": "1.0.0.0",
+  "parameters": {
+    "appName":{
+      "type": "string",
+      "minLength":  1,
+      "metadata": {
+        "description": "The name for the webapp. Must be globally unique."
+      }
+    },
+    "secretKey":{
+      "type": "securestring",
+      "minLength":  16,
+      "metadata": {
+        "description": "The value to use as the Django secret key."
+      }
+    },
+    "adminUserName":{
+      "type": "string",
+      "minLength":  1,
+      "metadata": {
+        "description": "The user name for the Postgres administrator"
+      }
+    },
+    "adminPassword":{
+      "type": "securestring",
+      "minLength": 16,
+      "metadata": {
+        "description": "The password for the Postgres administrator"
+      }
+    },
+    "appServiceSku": {
+      "type": "string",
+      "defaultValue": "B2",
+      "allowedValues": [
+        "B1",
+        "B2",
+        "B3",
+        "S1",
+        "S2",
+        "S3"
+      ],
+      "metadata": {
+        "description": "The SKU of the webapp hosting tier."
+      }
+    },
+    "databaseCores": {
+      "type": "int",
+      "defaultValue": 2,
+      "allowedValues": [
+        2,
+        4,
+        8,
+        16,
+        32,
+        64
+      ],
+      "metadata": {
+        "description": "The number of vCores to provision for the PostgreSQL server."
+      }
+    },
+    "databaseSize": {
+      "type": "int",
+      "minValue": 51200,
+      "defaultValue": 51200,
+      "metadata": {
+        "description": "The storage capacity to provision for the PostgreSQL server."
+      }
+    },
+    "databaseName": {
+      "type": "string",
+      "minLength": 1,
+      "defaultValue": "doccano",
+      "metadata": {
+        "description": "The name of the database to provision on the PostgreSQL server."
+      }
+    },
+    "dockerImageName": {
+      "type": "string",
+      "minLength": 1,
+      "defaultValue": "cwolff/doccano:latest",
+      "metadata": {
+        "description": "The Docker image to deploy."
+      }
+    }
+  },
+  "variables": {
+    "location": "[resourceGroup().location]",
+    "databaseSkuTier": "GeneralPurpose",
+    "databaseSkuFamily": "Gen5",
+    "databaseSkuName": "[concat('GP_', variables('databaseSkuFamily'), '_', parameters('databaseCores'))]",
+    "databaseConnectionString": "[concat('pgsql://', parameters('adminUserName'), '@', variables('databaseServerName'), ':', parameters('adminPassword'), '@', variables('databaseServerName'), '.postgres.database.azure.com:5432/', parameters('databaseName'))]",
+    "databaseVersion": "9.6",
+    "databaseServerName": "[concat(parameters('appName'),'-state')]",
+    "appServicePlanName": "[concat(parameters('appName'),'-hosting')]"
+  },
+  "resources": [
+    {
+      "apiVersion": "2017-08-01",
+      "type": "Microsoft.Web/serverfarms",
+      "kind": "linux",
+      "name": "[variables('appServicePlanName')]",
+      "location": "[variables('location')]",
+      "properties": {
+        "reserved": true
+      },
+      "dependsOn": [],
+      "sku": {
+        "name": "[parameters('appServiceSku')]"
+      }
+    },
+    {
+      "apiVersion": "2017-12-01",
+      "type": "Microsoft.DBforPostgreSQL/servers",
+      "location": "[variables('location')]",
+      "name": "[variables('databaseServerName')]",
+      "sku": {
+        "name": "[variables('databaseSkuName')]",
+        "tier": "[variables('databaseSkuTier')]",
+        "family": "[variables('databaseSkuFamily')]",
+        "capacity": "[parameters('databaseCores')]",
+        "size": "[parameters('databaseSize')]"
+      },
+      "properties": {
+        "version": "[variables('databaseVersion')]",
+        "administratorLogin": "[parameters('adminUserName')]",
+        "administratorLoginPassword": "[parameters('adminPassword')]",
+        "storageMB": "[parameters('databaseSize')]"
+      },
+      "resources": [
+        {
+          "name": "allowAzure",
+          "type": "firewallrules",
+          "apiVersion": "2017-12-01",
+          "location": "[variables('location')]",
+          "properties": {
+            "startIpAddress": "0.0.0.0",
+            "endIpAddress": "0.0.0.0"
+          },
+          "dependsOn": [
+            "[resourceId('Microsoft.DBforPostgreSQL/servers/', variables('databaseServerName'))]"
+          ]
+        },
+        {
+          "name": "[parameters('databaseName')]",
+          "type": "databases",
+          "apiVersion": "2017-12-01",
+          "properties": {
+            "charset": "utf8",
+            "collation": "English_United States.1252"
+          },
+          "dependsOn": [
+            "[resourceId('Microsoft.DBforPostgreSQL/servers/', variables('databaseServerName'))]"
+          ]
+        }
+      ]
+    },
+    {
+      "type": "Microsoft.Web/sites",
+      "apiVersion": "2016-08-01",
+      "name": "[parameters('appName')]",
+      "kind": "app,linux,container",
+      "location": "[variables('location')]",
+      "dependsOn": [
+        "[resourceId('Microsoft.DBforPostgreSQL/servers/', variables('databaseServerName'))]",
+        "[resourceId('Microsoft.Web/serverfarms', variables('appServicePlanName'))]"
+      ],
+      "properties": {
+        "name": "[parameters('appName')]",
+        "siteConfig": {
+          "linuxFxVersion": "[concat('DOCKER|', parameters('dockerImageName'))]",
+          "alwaysOn": true,
+          "appSettings": [
+            {
+              "name": "WEBSITES_ENABLE_APP_SERVICE_STORAGE",
+              "value": "false"
+            },
+            {
+              "name": "DEBUG",
+              "value": "False"
+            },
+            {
+              "name": "SECRET_KEY",
+              "value": "[parameters('secretKey')]"
+            },
+            {
+              "name": "DATABASE_URL",
+              "value": "[variables('databaseConnectionString')]"
+            }
+          ]
+        },
+        "serverFarmId": "[resourceId('Microsoft.Web/serverfarms', variables('appServicePlanName'))]"
+      }
+    }
+  ]
+}