diff --git a/functions/onprem/worker/worker.go b/functions/onprem/worker/worker.go
index eb3db030..707ca7b6 100644
--- a/functions/onprem/worker/worker.go
+++ b/functions/onprem/worker/worker.go
@@ -1498,11 +1498,77 @@ func handleExecutionResult(workflowExecution shuffle.WorkflowExecution) {
 		action, _ = singul.HandleSingulStartnode(workflowExecution, action, []string{})
 
 		parsedAppname := strings.Replace(strings.ToLower(action.AppName), " ", "-", -1)
-		//if strings.ToLower(parsedAppname) == "singul" {
-		//	parsedAppname = "shuffle-ai"
-		//	appversion = "1.0.0"
-		//	appname = "shuffle-ai"
-		//}
+		// if strings.ToLower(parsedAppname) == "singul" {
+		// 	parsedAppname = "shuffle-ai"
+		// 	appversion = "1.0.0"
+		// 	appname = "shuffle-ai"
+		// }
+
+		if parsedAppname == "ai-agent" {
+			log.Printf("[INFO][%s] Running AI Agent action %s via backend API", workflowExecution.ExecutionId, action.ID)
+
+			fullUrl := fmt.Sprintf("%s/api/v1/agent?execution_id=%s&authorization=%s&action_id=%s",
+				baseUrl, workflowExecution.ExecutionId, workflowExecution.Authorization, action.ID)
+
+			serverUrl := os.Getenv("SHUFFLE_BACKEND_URL")
+			if len(serverUrl) > 0 {
+				fullUrl = fmt.Sprintf("%s/api/v1/agent?execution_id=%s&authorization=%s&action_id=%s",
+					serverUrl, workflowExecution.ExecutionId, workflowExecution.Authorization, action.ID)
+			}
+
+			inputParamValue := ""
+			for _, param := range action.Parameters {
+				if strings.ToLower(param.Name) == "input" {
+					inputParamValue = param.Value
+					break
+				}
+			}
+
+			requestBody := map[string]interface{}{
+				"id": action.ID,
+				"params": map[string]interface{}{
+					"tool_name":   action.AppName,
+					"tool_id":     action.AppID,
+					"environment": action.Environment,
+					"input": map[string]interface{}{
+						"text": inputParamValue,
+					},
+				},
+			}
+
+			requestBodyBytes, err := json.Marshal(requestBody)
+			if err != nil {
+				log.Printf("[ERROR][%s] Failed marshalling request body: %s", workflowExecution.ExecutionId, err)
+				continue
+			}
+
+			req, err := http.NewRequest("POST", fullUrl, bytes.NewBuffer(requestBodyBytes))
+			if err != nil {
+				log.Printf("[ERROR][%s] Failed creating AI Agent request: %s", workflowExecution.ExecutionId, err)
+				continue
+			}
+
+			req.Header.Set("Content-Type", "application/json")
+
+			client := &http.Client{Timeout: 10 * time.Second}
+			resp, err := client.Do(req)
+			if err != nil {
+				log.Printf("[ERROR][%s] Failed triggering AI Agent (timeout/error): %s", workflowExecution.ExecutionId, err)
+				log.Printf("[INFO][%s] Exiting execution handler - backend will requeue when agent completes", workflowExecution.ExecutionId)
+				return
+			}
+
+			defer resp.Body.Close()
+			// body, err := ioutil.ReadAll(resp.Body)
+			// if err != nil {
+			// 	log.Printf("[ERROR][%s] Failed reading AI Agent response: %s", workflowExecution.ExecutionId, err)
+			// } else {
+			// 	log.Printf("[INFO][%s] AI Agent triggered: %s", workflowExecution.ExecutionId, string(body))
+			// }
+
+			log.Printf("[INFO][%s] AI Agent triggered successfully - exiting execution handler, backend will requeue when agent completes", workflowExecution.ExecutionId)
+			return
+		}
 
 		imageName := fmt.Sprintf("%s:%s_%s", baseimagename, parsedAppname, action.AppVersion)
 		if strings.Contains(imageName, " ") {