diff --git a/agent/06_agent_create_cluster.sh b/agent/06_agent_create_cluster.sh
index 7f6caf1ce..042281fca 100755
--- a/agent/06_agent_create_cluster.sh
+++ b/agent/06_agent_create_cluster.sh
@@ -633,41 +633,21 @@ case "${AGENT_E2E_TEST_BOOT_MODE}" in
 
     check_assisted_install_UI
 
-    # Temporarily create a dummy kubeconfig and kubeadmin-password file for the CI
-    auth_dir=$SCRIPTDIR/$OCP_DIR/auth
-    mkdir -p $auth_dir
-    cfg=$auth_dir/kubeconfig 
-    cat << EOF >> ${cfg}
-clusters:
-- cluster:
-    certificate-authority-data: LS0tLS1CRUdJTiBGSUNBVLS0tLQo=
-    server: https://api.test.redhat.com:6443
-  name: test
-contexts:
-- context:
-    cluster: test
-    user: admin
-  name: admin
-current-context: admin
-preferences: {}
-users:
-- name: admin
-  user:
-    client-certificate-data: LS0tLS1CRUdJTiBNBVEUtLS0tLQo=
-    client-key-data: LS0tLS1CRUdJTiURSBVktLS0tLQo=
-EOF
-    echo "dummy-kubeadmin-password" > $auth_dir/kubeadmin-password
+    go get github.com/go-rod/rod \
+    github.com/go-resty/resty/v2 \
+    github.com/go-rod/rod/lib/launcher \
+    github.com/go-rod/rod/lib/proto \
+    github.com/go-rod/rod/lib/utils
+
+    mkdir -p $OCP_DIR/auth
+    rendezvousIP=$(getRendezvousIP)
+    # Simulate user actions as done on the webUI and start cluster installation
+    RENDEZVOUS_IP=$rendezvousIP OCP_DIR=$OCP_DIR go run agent/isobuilder/ui_driven_cluster_installation.go
+    # To Do: Wait for the cluster install to finish
+    exit 0
     ;;
 esac
 
-if [[ "${AGENT_E2E_TEST_BOOT_MODE}" == "ISO_NO_REGISTRY" ]]; then
-    # Current goal is to only verify if the nodes are booted fine,
-    # TUI sets the rendezvous IP correctly and UI is accessible.
-    # The next goal is to simulate adding the cluster details via UI
-    # and complete the cluster installation.
-    exit 0
-fi
-
 if [ ! -z "${AGENT_TEST_CASES:-}" ]; then
   run_agent_test_cases
 fi
diff --git a/agent/agent_post_install_validation.sh b/agent/agent_post_install_validation.sh
index 817457c56..5e6a4ac51 100755
--- a/agent/agent_post_install_validation.sh
+++ b/agent/agent_post_install_validation.sh
@@ -7,6 +7,8 @@ source $SCRIPTDIR/common.sh
 
 # Temp code skip the execution flow as cluster is not really installed
 if [[ "${AGENT_E2E_TEST_BOOT_MODE}" == "ISO_NO_REGISTRY" ]]; then
+ # To Do: Using export KUBECONFIG="${SCRIPTDIR}/ocp/$CLUSTER_NAME/auth/kubeconfig" which is set after downloading the kubeconfig, 
+ # wait untill we get nodes and cluster is completely installed
   exit 0
 fi
 
diff --git a/agent/isobuilder/ui_driven_cluster_installation.go b/agent/isobuilder/ui_driven_cluster_installation.go
new file mode 100644
index 000000000..114d635fe
--- /dev/null
+++ b/agent/isobuilder/ui_driven_cluster_installation.go
@@ -0,0 +1,284 @@
+package main
+
+import (
+	"fmt"
+	"os"
+	"path/filepath"
+	"strings"
+	"time"
+	"log"
+
+	resty "github.com/go-resty/resty/v2"
+	"github.com/go-rod/rod"
+	"github.com/go-rod/rod/lib/launcher"
+	"github.com/go-rod/rod/lib/proto"
+	"github.com/go-rod/rod/lib/utils"
+)
+
+func main() {
+	fmt.Println("Launching headless browser...")
+	url := launcher.New().Headless(true).MustLaunch()
+	browser := rod.New().ControlURL(url).MustConnect()
+	defer browser.MustClose()
+
+	rendezvousIP := os.Getenv("RENDEZVOUS_IP")
+	page := browser.MustPage(fmt.Sprintf("http://%s:3001/", rendezvousIP))
+	page.MustWaitLoad()
+
+	cwd, err := os.Getwd()
+	if err != nil {
+		log.Fatal(err)
+	}
+	ocpDir := os.Getenv("OCP_DIR")
+	screenshotPath := filepath.Join(cwd, ocpDir)
+
+	fmt.Println("==== Enter cluster details ====")
+	err = cluster_details(page, screenshotPath)
+	if err != nil {
+		log.Fatalf("failed to enter cluster details: %v", err)
+	}
+	next(page)
+
+	fmt.Println("==== Select virtualization bundle ====")
+	err = virtualization_bundle(page, screenshotPath)
+	if err != nil {
+		log.Fatalf("failed to select virtualization bundle: %v", err)
+	}
+
+	next(page)
+
+	fmt.Println("==== Await host discovery ====")
+	err = host_discovery(page, screenshotPath)
+	if err != nil {
+		log.Fatalf("failed awaiting host discovery: %v", err)
+	}
+
+	next(page)
+
+	fmt.Println("==== Verify storage ====")
+	err = verify_storage(page, screenshotPath)
+	if err != nil {
+		log.Fatalf("failed awaiting host discovery: %v", err)
+	}
+
+	next(page)
+
+	fmt.Println("==== Enter networking details ====")
+	err = networking_details(page, screenshotPath)
+	if err != nil {
+		log.Fatalf("failed entering networking details: %v", err)
+	}
+
+	next(page)
+
+	fmt.Println("==== Download credentials ====")
+	err = download_credentials(page, screenshotPath, rendezvousIP)
+	if err != nil {
+		log.Fatalf("failed downloading credentials: %v", err)
+	}
+	next(page)
+	
+	fmt.Println("==== Review ====")
+	err =review(page, screenshotPath)
+	if err != nil {
+		log.Fatalf("failed review page: %v", err)
+	}
+	
+	fmt.Println("==== Installation progress ====")
+	err = installation_progress(page, screenshotPath)
+	if err != nil {
+		log.Fatalf("failed review page: %v", err)
+	}
+	fmt.Println("Cluster installation started successfully.")
+}
+
+func cluster_details(page *rod.Page, screenshotPath string) error {
+	page.MustElement("#form-input-name-field").MustInput("abi-ove-isobuilder")
+	page.MustElement("#form-input-baseDnsDomain-field").MustInput("redhat.com")
+
+	pullSecretPath := os.Getenv("PULL_SECRET_FILE")
+	secretBytes, err := os.ReadFile(pullSecretPath)
+	if err != nil {
+		return fmt.Errorf("failed to read pull secret file: %v", err)
+	}
+	pullSecret := strings.TrimSpace(string(secretBytes))
+	page.MustElement("#form-input-pullSecret-field").MustInput(pullSecret)
+
+	path := filepath.Join(screenshotPath, "01-cluster-details.png")
+	err = saveFullPageScreenshot(page, path)
+	if err != nil { 
+		return err
+	}
+	return nil
+}
+
+func virtualization_bundle(page *rod.Page, screenshotPath string) error {
+	page.MustElement(`#bundle-virtualization`).MustClick().MustWaitEnabled()
+	path := filepath.Join(screenshotPath, "02-operators.png")
+	err := saveFullPageScreenshot(page, path)
+	if err != nil {
+		return err
+	}
+	return nil
+}
+
+func host_discovery(page *rod.Page, screenshotPath string) error {
+	page.MustElement(`button[name="next"]`).MustWaitEnabled()
+	path := filepath.Join(screenshotPath, "03-hostDiscovery.png")
+	err := saveFullPageScreenshot(page, path)
+	if err != nil {
+		return err
+	}
+	return nil
+}
+
+func verify_storage(page *rod.Page, screenshotPath string) error {
+	path := filepath.Join(screenshotPath, "04-storage.png")
+	err := saveFullPageScreenshot(page, path)
+	if err != nil {
+		return err
+	}
+	return nil
+}
+
+func networking_details(page *rod.Page, screenshotPath string) error {
+	// To Do: Do not hardcode the VIPS
+	page.MustElement("#form-input-apiVips-0-ip-field").MustInput("192.168.111.50")
+	page.MustElement("#form-input-ingressVips-0-ip-field").MustInput("192.168.111.51")
+	page.MustElement(`button[name="next"]`).MustWaitEnabled()
+
+	path := filepath.Join(screenshotPath, "05-networking.png")
+	err := saveFullPageScreenshot(page, path)
+	if err != nil {
+		return err
+	}
+	return nil
+}
+
+func download_credentials(page *rod.Page, screenshotPath, rendezvousIP string) error {
+	page.MustElement(`#credentials-download-agreement`).MustClick()
+	page.MustElement(`button[name="next"]`).MustWaitEnabled()
+	
+	path := filepath.Join(screenshotPath, "06-credentials.png")
+	err := saveFullPageScreenshot(page, path)
+	if err != nil {
+		return err
+	}
+	time.Sleep(30 * time.Second)
+
+	client := resty.New()
+	apiURL := fmt.Sprintf("http://%s:3001/api/assisted-install/v2/clusters/", rendezvousIP)
+	clusterID, err := getClusterID(client, apiURL)
+	if err != nil {
+    	return err
+	}
+	apiURL = apiURL+clusterID
+
+	fmt.Println("Download credentials via api request")
+
+	downloadCredentials(client, apiURL, "kubeadmin-password")
+	time.Sleep(15 * time.Second) 
+
+    downloadCredentials(client, apiURL, "kubeconfig")
+	time.Sleep(15 * time.Second)
+	return nil
+}
+
+func review(page *rod.Page, screenshotPath string) error {
+	path := filepath.Join(screenshotPath, "07-review.png")
+	err := saveFullPageScreenshot(page, path)
+	if err != nil {
+		return err
+	}
+	page.MustElement(`button[name="install"]`).MustClick()
+	fmt.Println("install button clicked...")
+	return nil
+}
+
+func installation_progress(page *rod.Page, screenshotPath string) error {
+	page.MustElementR(`h2[data-ouia-component-type="PF5/Text"]`, `Installation progress`)
+	path := filepath.Join(screenshotPath, "08-installation.png")
+	err := saveFullPageScreenshot(page, path)
+	if err != nil {
+		return err
+	}
+	return nil
+}
+
+func saveFullPageScreenshot(page *rod.Page, path string) error {
+    result, err := page.Evaluate(rod.Eval(`() => {
+        return {
+            width: document.body.scrollWidth,
+            height: document.body.scrollHeight
+        }
+    }`))
+    if err != nil {
+        return fmt.Errorf("failed to evaluate page size: %w", err)
+    }
+
+    width := int(result.Value.Get("width").Int())
+    height := int(result.Value.Get("height").Int())
+
+    err = page.SetViewport(&proto.EmulationSetDeviceMetricsOverride{
+        Width:             int(width),
+        Height:            int(height),
+        DeviceScaleFactor: 1,
+        Mobile:            false,
+    })
+    if err != nil {
+        return fmt.Errorf("failed to set viewport: %w", err)
+    }
+
+    screenshot, err := page.Screenshot(false, nil)
+    if err != nil {
+        return fmt.Errorf("failed to take screenshot: %w", err)
+    }
+
+    if err := utils.OutputFile(path, screenshot); err != nil {
+        return fmt.Errorf("failed to save screenshot: %w", err)
+    }
+	fmt.Println("Screenshot saved to", path, ", with type of image/png")
+    return nil
+}
+
+func next(page *rod.Page){
+	page.MustElement(`button[name="next"]`).MustWaitEnabled().MustClick()
+}
+
+func getClusterID(client *resty.Client, apiURL string) (string, error) {
+    var clusters []struct {
+        ID string `json:"id"`
+    }
+
+    resp, err := client.R().
+        SetResult(&clusters).
+        Get(apiURL)
+    if err != nil {
+		return "", err
+    }
+
+    if resp.IsError() {
+		return "", err
+    }
+	return clusters[0].ID, nil
+}
+
+func downloadCredentials(client *resty.Client, apiURL, filename string){
+    fmt.Println("Downloading ", filename)
+
+	apiURL = apiURL+"/downloads/credentials?file_name="+filename
+    resp, err := client.R().Get(apiURL)
+    if err != nil {
+        fmt.Println("Request failed:", err)
+        return
+    }
+	
+    downloadedFile:="/home/test/dev-scripts/ocp/ostest/auth/"+filename
+    err = os.WriteFile(downloadedFile, resp.Body(), 0644)
+    if err != nil {
+        fmt.Println("Failed to save file %s:", downloadedFile, err)
+        return
+    }
+	fmt.Println("File", downloadedFile, "downloaded successfully")
+}
+
diff --git a/go.mod b/go.mod
index 6b5458ad3..11c780266 100644
--- a/go.mod
+++ b/go.mod
@@ -7,4 +7,14 @@ require (
 	github.com/openshift/installer v1.4.17
 )
 
-require github.com/pkg/errors v0.9.1 // indirect
+require (
+	github.com/go-resty/resty/v2 v2.16.5 // indirect
+	github.com/go-rod/rod v0.116.2 // indirect
+	github.com/pkg/errors v0.9.1 // indirect
+	github.com/ysmood/fetchup v0.2.3 // indirect
+	github.com/ysmood/goob v0.4.0 // indirect
+	github.com/ysmood/got v0.40.0 // indirect
+	github.com/ysmood/gson v0.7.3 // indirect
+	github.com/ysmood/leakless v0.9.0 // indirect
+	golang.org/x/net v0.33.0 // indirect
+)
diff --git a/go.sum b/go.sum
index 08adacb78..360a5cf02 100644
--- a/go.sum
+++ b/go.sum
@@ -1,6 +1,23 @@
 github.com/apparentlymart/go-cidr v1.1.0 h1:2mAhrMoF+nhXqxTzSZMUzDHkLjmIHC+Zzn4tdgBZjnU=
 github.com/apparentlymart/go-cidr v1.1.0/go.mod h1:EBcsNrHc3zQeuaeCeCtQruQm+n9/YjEn/vI25Lg7Gwc=
+github.com/go-resty/resty/v2 v2.16.5 h1:hBKqmWrr7uRc3euHVqmh1HTHcKn99Smr7o5spptdhTM=
+github.com/go-resty/resty/v2 v2.16.5/go.mod h1:hkJtXbA2iKHzJheXYvQ8snQES5ZLGKMwQ07xAwp/fiA=
+github.com/go-rod/rod v0.116.2 h1:A5t2Ky2A+5eD/ZJQr1EfsQSe5rms5Xof/qj296e+ZqA=
+github.com/go-rod/rod v0.116.2/go.mod h1:H+CMO9SCNc2TJ2WfrG+pKhITz57uGNYU43qYHh438Mg=
 github.com/openshift/installer v1.4.17 h1:63iijBBgYqQX/p2+Q74gPqnfBN5VNSWX5LxQKuLlj6g=
 github.com/openshift/installer v1.4.17/go.mod h1:CtlMEGKJDVMZl4qVBC/xMUXM24YnleT6bakI+KXFAhk=
 github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=
 github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
+github.com/ysmood/fetchup v0.2.3 h1:ulX+SonA0Vma5zUFXtv52Kzip/xe7aj4vqT5AJwQ+ZQ=
+github.com/ysmood/fetchup v0.2.3/go.mod h1:xhibcRKziSvol0H1/pj33dnKrYyI2ebIvz5cOOkYGns=
+github.com/ysmood/goob v0.4.0 h1:HsxXhyLBeGzWXnqVKtmT9qM7EuVs/XOgkX7T6r1o1AQ=
+github.com/ysmood/goob v0.4.0/go.mod h1:u6yx7ZhS4Exf2MwciFr6nIM8knHQIE22lFpWHnfql18=
+github.com/ysmood/got v0.40.0 h1:ZQk1B55zIvS7zflRrkGfPDrPG3d7+JOza1ZkNxcc74Q=
+github.com/ysmood/got v0.40.0/go.mod h1:W7DdpuX6skL3NszLmAsC5hT7JAhuLZhByVzHTq874Qg=
+github.com/ysmood/gotrace v0.6.0/go.mod h1:TzhIG7nHDry5//eYZDYcTzuJLYQIkykJzCRIo4/dzQM=
+github.com/ysmood/gson v0.7.3 h1:QFkWbTH8MxyUTKPkVWAENJhxqdBa4lYTQWqZCiLG6kE=
+github.com/ysmood/gson v0.7.3/go.mod h1:3Kzs5zDl21g5F/BlLTNcuAGAYLKt2lV5G8D1zF3RNmg=
+github.com/ysmood/leakless v0.9.0 h1:qxCG5VirSBvmi3uynXFkcnLMzkphdh3xx5FtrORwDCU=
+github.com/ysmood/leakless v0.9.0/go.mod h1:R8iAXPRaG97QJwqxs74RdwzcRHT1SWCGTNqY8q0JvMQ=
+golang.org/x/net v0.33.0 h1:74SYHlV8BIgHIFC/LrYkOGIwL19eTYXQ5wc6TBuO36I=
+golang.org/x/net v0.33.0/go.mod h1:HXLR5J+9DxmrqMwG9qjGCxZ+zKXxBru04zlTvWlWuN4=