diff --git a/.zuul.yaml b/.zuul.yaml
new file mode 100644
index 0000000..904e2dd
--- /dev/null
+++ b/.zuul.yaml
@@ -0,0 +1,32 @@
+- job:
+    name: rally_exporter:image:build
+    parent: vexxhost-build-docker-image
+    provides: rally_exporter:image
+    vars: &rally_exporter_images
+      docker_images:
+        - context: .
+          repository: vexxhost/rally-exporter
+
+- job:
+    name: rally_exporter:image:upload
+    parent: vexxhost-upload-docker-image
+    provides: rally_exporter:image
+    vars: *rally_exporter_images
+
+- job:
+    name: rally_exporter:image:promote
+    parent: vexxhost-promote-docker-image
+    vars: *rally_exporter_images
+
+- project:
+    check:
+      jobs:
+        - golangci-lint
+        - rally_exporter:image:build
+    gate:
+      jobs:
+        - golangci-lint
+        - rally_exporter:image:upload
+    promote:
+      jobs:
+        - rally_exporter:image:promote
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..246a3f5
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,8 @@
+FROM golang:1.13-stretch AS builder
+WORKDIR /go/src/app
+COPY . .
+RUN go build
+
+FROM xrally/xrally-openstack:1.7.0
+COPY --from=builder /go/src/app/rally-exporter /rally-exporter
+ENTRYPOINT ["/rally-exporter"]
\ No newline at end of file
diff --git a/go.mod b/go.mod
new file mode 100644
index 0000000..d4d042a
--- /dev/null
+++ b/go.mod
@@ -0,0 +1,13 @@
+module opendev.org/vexxhost/rally-exporter
+
+go 1.13
+
+require (
+	github.com/DATA-DOG/go-sqlmock v1.4.1
+	github.com/gophercloud/utils v0.0.0-20191212191830-4533a07bd492
+	github.com/jinzhu/gorm v1.9.11
+	github.com/prometheus/client_golang v0.9.3-0.20190127221311-3c4408c8b829
+	github.com/prometheus/common v0.2.0
+	github.com/stretchr/testify v1.5.1
+	gopkg.in/alecthomas/kingpin.v2 v2.2.6
+)
diff --git a/go.sum b/go.sum
new file mode 100644
index 0000000..7ecd2bb
--- /dev/null
+++ b/go.sum
@@ -0,0 +1,154 @@
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diff --git a/models/common.go b/models/common.go
new file mode 100644
index 0000000..e159378
--- /dev/null
+++ b/models/common.go
@@ -0,0 +1,10 @@
+package models
+
+import (
+	"time"
+)
+
+type Model struct {
+	CreatedAt time.Time
+	UpdatedAt time.Time
+}
diff --git a/models/environments.go b/models/environments.go
new file mode 100644
index 0000000..0092c4c
--- /dev/null
+++ b/models/environments.go
@@ -0,0 +1,14 @@
+package models
+
+type Environment struct {
+	Model
+
+	ID          uint   `gorm:"primary_key;not null"`
+	UUID        string `gorm:"type:varchar(36);not null"`
+	Name        string `gorm:"type:varchar(255);not null"`
+	Description string `gorm:"type:text"`
+	Status      string `gorm:"type:varchar(36);not null"`
+	Extras      string `gorm:"type:text"`
+	Config      string `gorm:"type:text"`
+	Spec        string `gorm:"type:text"`
+}
diff --git a/models/platforms.go b/models/platforms.go
new file mode 100644
index 0000000..f6cdf0a
--- /dev/null
+++ b/models/platforms.go
@@ -0,0 +1,15 @@
+package models
+
+type Platform struct {
+	Model
+
+	ID           uint   `gorm:"primary_key;not null"`
+	UUID         string `gorm:"type:varchar(36);not null"`
+	EnvUUID      string `gorm:"type:varchar(36);not null"`
+	Status       string `gorm:"type:varchar(36);not null"`
+	PluginName   string `gorm:"type:varchar(36);not null"`
+	PluginSpec   string `gorm:"type:text;not null"`
+	PluginData   string `gorm:"type:text"`
+	PlatformName string `gorm:"type:varchar(36)"`
+	PlatformData string `gorm:"type:text"`
+}
diff --git a/models/tasks.go b/models/tasks.go
new file mode 100644
index 0000000..b7f3370
--- /dev/null
+++ b/models/tasks.go
@@ -0,0 +1,34 @@
+package models
+
+type Task struct {
+	Model
+
+	ID                 uint    `gorm:"primary_key;not null"`
+	UUID               string  `gorm:"type:varchar(36);not null"`
+	EnvUUID            string  `gorm:"type:varchar(36);not null"`
+	InputTask          string  `gorm:"type:text"`
+	Title              string  `gorm:"type:varchar(128)"`
+	Description        string  `gorm:"type:text"`
+	ValidationResult   string  `gorm:"type:text;not null"`
+	ValidationDuration float64 `gorm:"type:float"`
+	TaskDuration       float64 `gorm:"type:float"`
+	PassSLA            bool
+	Status             string `gorm:"type:varchar(36)"`
+}
+
+type Subtask struct {
+	Model
+
+	ID              uint    `gorm:"primary_key;not null"`
+	UUID            string  `gorm:"type:varchar(36);not null"`
+	TaskUUID        string  `gorm:"type:varchar(36);not null"`
+	Title           string  `gorm:"type:varchar(128)"`
+	Description     string  `gorm:"type:text"`
+	Contexts        string  `gorm:"type:text;not null"`
+	ContextsResults string  `gorm:"type:text;not null"`
+	SLA             string  `gorm:"type:text;not null"`
+	RunInParallel   bool    `gorm:"not null"`
+	Duration        float64 `gorm:"type:float"`
+	PassSLA         bool
+	Status          string `gorm:"type:varchar(36)"`
+}
diff --git a/rally/deployment.go b/rally/deployment.go
new file mode 100644
index 0000000..cf09a47
--- /dev/null
+++ b/rally/deployment.go
@@ -0,0 +1,20 @@
+package rally
+
+type OpenStackUser struct {
+	Username          string `json:"username"`
+	Password          string `json:"password"`
+	UserDomainName    string `json:"user_domain_name"`
+	ProjectName       string `json:"project_name"`
+	ProjectDomainName string `json:"project_domain_name"`
+}
+
+type OpenStackDeployment struct {
+	AuthURL      string          `json:"auth_url"`
+	RegionName   string          `json:"region_name"`
+	EndpointType string          `json:"endpoint_type"`
+	Users        []OpenStackUser `json:"users"`
+}
+
+type Deployment struct {
+	OpenStackDeployment `json:"openstack"`
+}
diff --git a/rally/runner.go b/rally/runner.go
new file mode 100644
index 0000000..c0e5f1c
--- /dev/null
+++ b/rally/runner.go
@@ -0,0 +1,179 @@
+package rally
+
+import (
+	"encoding/json"
+	"fmt"
+	"io/ioutil"
+	"os"
+	"os/exec"
+	"time"
+
+	"github.com/gophercloud/utils/openstack/clientconfig"
+	"github.com/jinzhu/gorm"
+	_ "github.com/jinzhu/gorm/dialects/sqlite"
+	"github.com/prometheus/client_golang/prometheus"
+	"github.com/prometheus/common/log"
+
+	"opendev.org/vexxhost/rally-exporter/models"
+)
+
+// TaskLabels has the common labels used by every task.
+var TaskLabels = []string{"title"}
+
+// PeriodicRunner defines the structure of the collector
+type PeriodicRunner struct {
+	prometheus.Collector
+
+	CloudName string
+	TaskFile  string
+
+	TaskDuration *prometheus.Desc
+	TaskSLADesc  *prometheus.Desc
+	TaskTime     *prometheus.Desc
+}
+
+// NewPeriodicRunner creates a rally runner which executes every 5 minutes
+func NewPeriodicRunner(cloudName string, taskFile string) *PeriodicRunner {
+	return &PeriodicRunner{
+		CloudName: cloudName,
+		TaskFile:  taskFile,
+		TaskDuration: prometheus.NewDesc(
+			"rally_task_duration",
+			"Rally task duration",
+			TaskLabels, nil,
+		),
+		TaskSLADesc: prometheus.NewDesc(
+			"rally_task_passed",
+			"Rally task passed",
+			TaskLabels, nil,
+		),
+		TaskTime: prometheus.NewDesc(
+			"rally_task_time",
+			"Rally last run time",
+			[]string{}, nil,
+		),
+	}
+}
+
+// Run starts the PeriodicRunner which runs Rally every 5 minutes.
+func (runner *PeriodicRunner) Run() {
+	runner.createDeployment()
+
+	for {
+		log.Info("Starting Rally run...")
+		cmd := exec.Command("rally", "task", "start", runner.TaskFile)
+		output, err := cmd.CombinedOutput()
+		if err != nil {
+			log.Error("Failed test, output below:")
+		} else {
+			log.Info("Successful run, output below:")
+		}
+		fmt.Println(string(output))
+
+		time.Sleep(5 * time.Minute)
+	}
+}
+
+func (runner *PeriodicRunner) createDeployment() {
+	opts := &clientconfig.ClientOpts{Cloud: runner.CloudName}
+	cloud, err := clientconfig.GetCloudFromYAML(opts)
+	if err != nil {
+		log.Fatal(err)
+	}
+
+	deployment := &Deployment{
+		OpenStackDeployment: OpenStackDeployment{
+			AuthURL:      cloud.AuthInfo.AuthURL,
+			RegionName:   cloud.RegionName,
+			EndpointType: cloud.EndpointType,
+			Users: []OpenStackUser{
+				OpenStackUser{
+					Username:          cloud.AuthInfo.Username,
+					Password:          cloud.AuthInfo.Password,
+					UserDomainName:    cloud.AuthInfo.UserDomainName,
+					ProjectName:       cloud.AuthInfo.ProjectName,
+					ProjectDomainName: cloud.AuthInfo.ProjectDomainName,
+				},
+			},
+		},
+	}
+
+	b, err := json.Marshal(deployment)
+	if err != nil {
+		log.Fatal(err)
+	}
+
+	file, err := ioutil.TempFile("/tmp", "deployment")
+	if err != nil {
+		log.Fatal(err)
+	}
+	defer os.Remove(file.Name())
+	_, err = file.Write(b)
+	if err != nil {
+		log.Fatal(err)
+	}
+
+	cmd := exec.Command("rally", "deployment", "create", "--filename", file.Name(), "--name", runner.CloudName)
+	_, err = cmd.Output()
+	if err != nil {
+		log.Fatal("Failed to install Rally deployment: ", err)
+	}
+}
+
+// Describe provides all the descriptions of all the information for the collector
+func (runner *PeriodicRunner) Describe(ch chan<- *prometheus.Desc) {
+	ch <- runner.TaskDuration
+	ch <- runner.TaskSLADesc
+	ch <- runner.TaskTime
+}
+
+func getLatestTask(db *gorm.DB) (*models.Task, error) {
+	task := &models.Task{}
+	err := db.Not("status", []string{"running"}).Last(task).Error
+
+	return task, err
+}
+
+// Collect grabs all the data from the Rally database
+func (runner *PeriodicRunner) Collect(ch chan<- prometheus.Metric) {
+	db, err := gorm.Open("sqlite3", "/home/rally/data/rally.db")
+	if err != nil {
+		log.Fatal(err)
+	}
+	defer db.Close()
+
+	task, err := getLatestTask(db)
+	if err != nil {
+		log.Error(err)
+		return
+	}
+
+	subtasks := []models.Subtask{}
+	if err := db.Where(&models.Subtask{TaskUUID: task.UUID}).Find(&subtasks).Error; err != nil {
+		log.Fatal(err)
+	}
+
+	for _, subtask := range subtasks {
+		ch <- prometheus.MustNewConstMetric(
+			runner.TaskDuration,
+			prometheus.GaugeValue,
+			subtask.Duration, subtask.Title,
+		)
+
+		passSLA := float64(0)
+		if subtask.PassSLA && subtask.Status == "finished" {
+			passSLA = float64(1)
+		}
+		ch <- prometheus.MustNewConstMetric(
+			runner.TaskSLADesc,
+			prometheus.GaugeValue,
+			passSLA, subtask.Title,
+		)
+	}
+
+	ch <- prometheus.MustNewConstMetric(
+		runner.TaskTime,
+		prometheus.GaugeValue,
+		float64(task.UpdatedAt.Unix()),
+	)
+}
diff --git a/rally/runner_test.go b/rally/runner_test.go
new file mode 100644
index 0000000..b4af09d
--- /dev/null
+++ b/rally/runner_test.go
@@ -0,0 +1,57 @@
+package rally
+
+import (
+	"regexp"
+	"testing"
+
+	"github.com/DATA-DOG/go-sqlmock"
+	"github.com/jinzhu/gorm"
+	"github.com/stretchr/testify/require"
+	"github.com/stretchr/testify/suite"
+)
+
+type RunnerSuite struct {
+	suite.Suite
+	DB   *gorm.DB
+	mock sqlmock.Sqlmock
+}
+
+func (s *RunnerSuite) SetupSuite() {
+	db, mock, err := sqlmock.New()
+	require.NoError(s.T(), err)
+
+	s.DB, err = gorm.Open("sqlite3", db)
+	require.NoError(s.T(), err)
+
+	s.DB.LogMode(true)
+	s.mock = mock
+}
+
+func (s *RunnerSuite) TestGetLatestTaskWithNoRecords() {
+	s.mock.
+		ExpectQuery(regexp.QuoteMeta(`SELECT * FROM "tasks" WHERE ("tasks"."status" NOT IN (?)) ORDER BY "tasks"."id" DESC LIMIT 1`)).
+		WithArgs("running").
+		WillReturnRows(
+			sqlmock.NewRows([]string{"id", "status"}),
+		)
+
+	_, err := getLatestTask(s.DB)
+	require.Equal(s.T(), err, gorm.ErrRecordNotFound)
+}
+
+func (s *RunnerSuite) TestGetLatestTask() {
+	s.mock.
+		ExpectQuery(regexp.QuoteMeta(`SELECT * FROM "tasks" WHERE ("tasks"."status" NOT IN (?)) ORDER BY "tasks"."id" DESC LIMIT 1`)).
+		WithArgs("running").
+		WillReturnRows(
+			sqlmock.NewRows([]string{"id", "status"}).
+				AddRow(1, "finished"),
+		)
+
+	task, err := getLatestTask(s.DB)
+	require.NoError(s.T(), err)
+	require.Equal(s.T(), "finished", task.Status)
+}
+func TestRunnerSuite(t *testing.T) {
+	suite.Run(t, new(RunnerSuite))
+}
diff --git a/rally_exporter.go b/rally_exporter.go
new file mode 100644
index 0000000..6883491
--- /dev/null
+++ b/rally_exporter.go
@@ -0,0 +1,60 @@
+package main
+
+import (
+	"net/http"
+
+	"github.com/prometheus/client_golang/prometheus"
+	"github.com/prometheus/client_golang/prometheus/promhttp"
+	"github.com/prometheus/common/log"
+	"github.com/prometheus/common/version"
+	"gopkg.in/alecthomas/kingpin.v2"
+
+	"opendev.org/vexxhost/rally-exporter/rally"
+)
+
+func main() {
+	var (
+		listenAddress = kingpin.Flag(
+			"web.listen-address",
+			"Address on which to expose metrics and web interface.",
+		).Default(":9355").String()
+		metricsPath = kingpin.Flag(
+			"web.telemetry-path",
+			"Path under which to expose metrics.",
+		).Default("/metrics").String()
+		cloud = kingpin.Arg(
+			"cloud",
+			"Name of the cloud from clouds.yaml",
+		).Required().String()
+		task = kingpin.Arg(
+			"file",
+			"Name of the task file",
+		).Required().String()
+	)
+
+	kingpin.Version(version.Print("rally-exporter"))
+	kingpin.HelpFlag.Short('h')
+	kingpin.Parse()
+
+	runner := rally.NewPeriodicRunner(*cloud, *task)
+	prometheus.MustRegister(runner)
+
+	go runner.Run()
+
+	http.Handle("/metrics", promhttp.Handler())
+	http.HandleFunc("/", func(w http.ResponseWriter, r *http.Request) {
+		_, err := w.Write([]byte(`<html>
+			<head><title>Rally Exporter</title></head>
+			<body>
+			<h1>Rally Exporter</h1>
+			<p><a href="` + *metricsPath + `">Metrics</a></p>
+			</body>
+			</html>`))
+		if err != nil {
+			log.Error(err)
+		}
+	})
+
+	log.Infoln("Listening on", *listenAddress)
+	log.Fatal(http.ListenAndServe(*listenAddress, nil))
+}