diff --git a/src/main/java/com/example/service/base/MessageEntryFilter.java b/src/main/java/com/example/service/base/MessageEntryFilter.java
index b84e126..171812b 100644
--- a/src/main/java/com/example/service/base/MessageEntryFilter.java
+++ b/src/main/java/com/example/service/base/MessageEntryFilter.java
@@ -119,7 +119,6 @@ public class MessageEntryFilter {
                     yield CATEGORY_UNKNOWN;
                 }
             };
-            resultCategory = CATEGORY_CONVERSATION;
             return resultCategory;
         } catch (Exception e) {
             logger.error("An error occurred during Gemini content generation for message classification.", e);
diff --git a/src/main/java/com/example/service/conversation/ConversationManagerService.java b/src/main/java/com/example/service/conversation/ConversationManagerService.java
index da10103..611f86d 100644
--- a/src/main/java/com/example/service/conversation/ConversationManagerService.java
+++ b/src/main/java/com/example/service/conversation/ConversationManagerService.java
@@ -161,40 +161,7 @@ public class ConversationManagerService {
 		String userMessageText = request.queryInput().text().text();
 		final ConversationContext context = new ConversationContext(resolvedUserId, null, userMessageText, primaryPhoneNumber);
 
-		return handleMessageClassification(context, request);
-	}
-
-	private Mono<DetectIntentResponseDTO> handleMessageClassification(ConversationContext context,
-			DetectIntentRequestDTO request) {
-		final String userPhoneNumber = context.primaryPhoneNumber();
-		final String userMessageText = context.userMessageText();
-
-		return memoryStoreConversationService.getSessionByTelefono(userPhoneNumber)
-				.flatMap(session -> memoryStoreConversationService.getMessages(session.sessionId()).collectList()
-						.map(conversationContextMapper::toTextFromMessages)
-						.defaultIfEmpty("")
-						.flatMap(conversationHistory -> {
-							return memoryStoreNotificationService.getNotificationIdForPhone(userPhoneNumber)
-									.flatMap(notificationId -> memoryStoreNotificationService
-											.getCachedNotificationSession(notificationId))
-									.map(notificationSession -> notificationSession.notificaciones().stream()
-											.filter(notification -> "active".equalsIgnoreCase(notification.status()))
-											.max(java.util.Comparator.comparing(NotificationDTO::timestampCreacion))
-											.orElse(null))
-									.filter(Objects::nonNull)
-									.flatMap((NotificationDTO notification) -> {
-										String notificationText = notificationContextMapper.toText(notification);
-										String classification = messageEntryFilter.classifyMessage(userMessageText,
-												notificationText, conversationHistory);
-										if (MessageEntryFilter.CATEGORY_NOTIFICATION.equals(classification)) {
-											return startNotificationConversation(context, request, notification);
-										} else {
-											return continueConversationFlow(context, request);
-										}
-									})
-									.switchIfEmpty(continueConversationFlow(context, request));
-						}))
-				.switchIfEmpty(continueConversationFlow(context, request));
+		return continueConversationFlow(context, request);
 	}
 
 	private Mono<DetectIntentResponseDTO> continueConversationFlow(ConversationContext context,
@@ -357,7 +324,6 @@ public class ConversationManagerService {
 							String resolvedContext = notificationContextResolver.resolveContext(userMessageText,
 									notificationText, conversationHistory, filteredParams.toString(), userId, sessionId,
 									userPhoneNumber);
-
 							if (!resolvedContext.trim().toUpperCase().contains(NotificationContextResolver.CATEGORY_DIALOGFLOW)) {
 								String uuid = UUID.randomUUID().toString();
 								llmResponseTunerService.setValue(uuid, resolvedContext).subscribe();