diff --git a/conf/grafana/dashboards/tasks.json b/conf/grafana/dashboards/tasks.json
new file mode 100644
--- /dev/null
+++ b/conf/grafana/dashboards/tasks.json
@@ -0,0 +1,228 @@
+{
+  "annotations": {
+    "list": [
+      {
+        "builtIn": 1,
+        "datasource": "-- Grafana --",
+        "enable": true,
+        "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
+        "name": "Annotations & Alerts",
+        "type": "dashboard"
+      }
+    ]
+  },
+  "editable": true,
+  "gnetId": null,
+  "graphTooltip": 0,
+  "id": 2,
+  "links": [],
+  "panels": [
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": "Prometheus",
+      "fill": 1,
+      "gridPos": {
+        "h": 9,
+        "w": 12,
+        "x": 0,
+        "y": 0
+      },
+      "id": 2,
+      "legend": {
+        "avg": false,
+        "current": false,
+        "max": false,
+        "min": false,
+        "show": true,
+        "total": false,
+        "values": false
+      },
+      "lines": true,
+      "linewidth": 1,
+      "links": [],
+      "nullPointMode": "null",
+      "percentage": false,
+      "pointradius": 5,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
+      "targets": [
+        {
+          "expr": "rate(swh_task_duration_seconds_sum[5m]) / rate(swh_task_duration_seconds_count[5m])",
+          "format": "time_series",
+          "intervalFactor": 1,
+          "refId": "A"
+        }
+      ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
+      "title": "Task duration",
+      "tooltip": {
+        "shared": true,
+        "sort": 0,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": true
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    },
+    {
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "fill": 1,
+      "gridPos": {
+        "h": 9,
+        "w": 12,
+        "x": 12,
+        "y": 0
+      },
+      "id": 4,
+      "legend": {
+        "avg": false,
+        "current": false,
+        "max": false,
+        "min": false,
+        "show": true,
+        "total": false,
+        "values": false
+      },
+      "lines": true,
+      "linewidth": 1,
+      "links": [],
+      "nullPointMode": "null",
+      "percentage": false,
+      "pointradius": 5,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
+      "targets": [
+        {
+          "expr": "increase(swh_task_success_count[1m])",
+          "format": "time_series",
+          "intervalFactor": 1,
+          "refId": "A"
+        }
+      ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
+      "title": "Task/mn",
+      "tooltip": {
+        "shared": true,
+        "sort": 0,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
+        "buckets": null,
+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": true
+        },
+        {
+          "format": "short",
+          "label": null,
+          "logBase": 1,
+          "max": null,
+          "min": null,
+          "show": true
+        }
+      ],
+      "yaxis": {
+        "align": false,
+        "alignLevel": null
+      }
+    }
+  ],
+  "schemaVersion": 16,
+  "style": "dark",
+  "tags": [],
+  "templating": {
+    "list": []
+  },
+  "time": {
+    "from": "now-15m",
+    "to": "now"
+  },
+  "timepicker": {
+    "refresh_intervals": [
+      "5s",
+      "10s",
+      "30s",
+      "1m",
+      "5m",
+      "15m",
+      "30m",
+      "1h",
+      "2h",
+      "1d"
+    ],
+    "time_options": [
+      "5m",
+      "15m",
+      "1h",
+      "6h",
+      "12h",
+      "24h",
+      "2d",
+      "7d",
+      "30d"
+    ]
+  },
+  "timezone": "",
+  "title": "Tasks",
+  "uid": "cRZm-Mumz",
+  "version": 4
+}
diff --git a/conf/grafana/provisioning/dashboards/all.yaml b/conf/grafana/provisioning/dashboards/all.yaml
new file mode 100644
--- /dev/null
+++ b/conf/grafana/provisioning/dashboards/all.yaml
@@ -0,0 +1,6 @@
+- name: 'default'       # name of this dashboard configuration (not dashboard itself)
+  org_id: 1             # id of the org to hold the dashboard
+  folder: ''            # name of the folder to put the dashboard (http://docs.grafana.org/v5.0/reference/dashboard_folders/)
+  type: 'file'          # type of dashboard description (json files)
+  options:
+    folder: '/var/lib/grafana/dashboards'       # where dashboards are
diff --git a/conf/grafana/provisioning/datasources/prometheus.yaml b/conf/grafana/provisioning/datasources/prometheus.yaml
new file mode 100644
--- /dev/null
+++ b/conf/grafana/provisioning/datasources/prometheus.yaml
@@ -0,0 +1,11 @@
+# config file version
+apiVersion: 1
+
+datasources:
+  - name: Prometheus
+    type: prometheus
+    url: http://localhost:5080/prometheus
+    access: direct
+    isDefault: true
+    version: 1
+    editable: false
diff --git a/conf/nginx.conf b/conf/nginx.conf
--- a/conf/nginx.conf
+++ b/conf/nginx.conf
@@ -92,6 +92,11 @@
       set $upstream "http://prometheus:9090";
       proxy_pass $upstream;
     }
+    location /grafana {
+      set $upstream "http://grafana:3000";
+      rewrite ^/grafana/(.*)$ /$1 break;
+      proxy_pass $upstream;
+    }
     location / {
       set $upstream "http://swh-web:5004";
       proxy_pass $upstream;
diff --git a/docker-compose.yml b/docker-compose.yml
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -44,6 +44,15 @@
       - "./conf/prometheus-statsd-mapping.yml:/etc/prometheus/statsd-mapping.yml:ro"
     restart: unless-stopped
 
+  grafana:
+    image: grafana/grafana
+    restart: unless-stopped
+    environment:
+      GF_SERVER_ROOT_URL: http://localhost:5080/grafana
+    volumes:
+      - "./conf/grafana/provisioning:/etc/grafana/provisioning:ro"
+      - "./conf/grafana/dashboards:/var/lib/grafana/dashboards"
+
   nginx:
     image: nginx
     volumes: