diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java
index 75740286..b3355ae4 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java
@@ -446,13 +446,22 @@ public class InferenceResultService {
    *
    * @param dto
    */
+  // 같은함수가 왜 두개지
   private Long ensureAccepted(InferenceSendDto dto) {
 
     if (dto == null) {
       log.warn("not InferenceSendDto dto");
       throw new CustomApiException("BAD_REQUEST", HttpStatus.BAD_REQUEST);
     }
-    dto.changeValForProd();
+
+    // [중복]운영환경일때 경로수정 dean 260226
+    if (profile != null && profile.equals("prod")) {
+      log.info("========================================================");
+      log.info("[CHANGE INFERENCE] profile = {}  Inforence req", profile);
+      log.info("========================================================");
+      log.info("");
+      dto.changeValForProd();
+    }
 
     // 1) 요청 로그
     try {
diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceRunService.java b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceRunService.java
index 6b0063aa..a34fe9ef 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceRunService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceRunService.java
@@ -43,6 +43,7 @@ public class InferenceRunService {
   @Value("${inference.url}")
   private String inferenceUrl;
 
+  // TODO 이거 쓰는건가?
   public void run(Integer compareYear, Integer targetYear, UUID modelUuid) {
 
     List<String> compareList = mapSheetMngCoreService.getMapSheetMngHst(compareYear);
@@ -131,7 +132,7 @@ public class InferenceRunService {
 
     // 1) 요청 로그
     try {
-      log.debug("Inference request dto={}", objectMapper.writeValueAsString(dto));
+      log.info("Inference request dto={}", objectMapper.writeValueAsString(dto));
     } catch (JsonProcessingException e) {
       log.warn("Failed to serialize inference dto", e);
     }
diff --git a/src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java b/src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java
index b83a9961..ee1b0b7e 100644
--- a/src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java
@@ -375,12 +375,13 @@ public class MapSheetInferenceJobService {
    * @param dto
    * @return
    */
+  // 같은함수가 왜 두개지
   private Long ensureAccepted(InferenceSendDto dto) {
     if (dto == null) {
       log.warn("not InferenceSendDto dto");
       throw new CustomApiException("BAD_REQUEST", HttpStatus.BAD_REQUEST);
     }
-    // 운영환경일때 경로수정 dean 260226
+    // [중복운영환경일때 경로수정 dean 260226
     if (profile != null && profile.equals("prod")) {
       log.info("========================================================");
       log.info("[CHANGE INFERENCE] profile = {}  Inforence req", profile);
@@ -409,6 +410,7 @@ public class MapSheetInferenceJobService {
     headers.setContentType(MediaType.APPLICATION_JSON);
     headers.setAccept(List.of(MediaType.APPLICATION_JSON));
 
+    // TODO 어떤 URL로 어떤파리티러로 요청한 로딩해야지
     ExternalCallResult<String> result =
         externalHttpClient.call(inferenceUrl, HttpMethod.POST, dto, headers, String.class);
 
@@ -423,6 +425,7 @@ public class MapSheetInferenceJobService {
           objectMapper.readValue(result.body(), new TypeReference<>() {});
 
       if (list.isEmpty()) {
+        // 어떤 URL로 어떤파리티러로 요청한 정보를 봐야 재현을 할듯하지요
         throw new IllegalStateException("Inference response is empty");
       }