diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceSendDto.java b/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceSendDto.java
index 143dd054..e5ffaab9 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceSendDto.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceSendDto.java
@@ -5,8 +5,10 @@ import lombok.Getter;
 import lombok.NoArgsConstructor;
 import lombok.Setter;
 import lombok.ToString;
+import lombok.extern.slf4j.Slf4j;
 
 /** AI API 추론 실행 DTO */
+@Slf4j
 @Getter
 @Setter
 @NoArgsConstructor
@@ -30,6 +32,7 @@ public class InferenceSendDto {
   public void changeValForProd() {
     if (pred_requests_areas != null) {
       pred_requests_areas.changeValForProd();
+      log.info("[CHANGE]pred_requests_areas={}", pred_requests_areas);
     }
     if (this.cd_model_path != null) {
       this.cd_model_path = this.cd_model_path.replace(DEV_PATH_PREFIX, PROD_PATH_PREFIX);
@@ -37,6 +40,9 @@ public class InferenceSendDto {
     if (this.cls_model_path != null) {
       this.cls_model_path = this.cls_model_path.replace(DEV_PATH_PREFIX, PROD_PATH_PREFIX);
     }
+    if (this.cd_model_config != null) {
+      this.cd_model_config = this.cd_model_config.replace(DEV_PATH_PREFIX, PROD_PATH_PREFIX);
+    }
   }
 
   @Getter
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 1b705325..75740286 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
@@ -452,6 +452,7 @@ public class InferenceResultService {
       log.warn("not InferenceSendDto dto");
       throw new CustomApiException("BAD_REQUEST", HttpStatus.BAD_REQUEST);
     }
+    dto.changeValForProd();
 
     // 1) 요청 로그
     try {
@@ -551,13 +552,6 @@ public class InferenceResultService {
     sendDto.setCls_model_version(modelInfo.getModelVer());
     sendDto.setCd_model_type(modelType);
     sendDto.setPriority(5d);
-
-    // 운영환경일때 경로수정 dean 260226
-    if (profile != null && profile.equals("prod")) {
-      log.info("profile = {} change inforence req", profile);
-      sendDto.changeValForProd();
-    }
-
     log.info("[Inference Send]SendDto={}", sendDto);
     return sendDto;
   }
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 9f24ffff..6b0063aa 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
@@ -218,12 +218,6 @@ public class InferenceRunService {
     sendDto.setCls_model_version(modelInfo.getModelVer());
     sendDto.setCd_model_type(modelType);
     sendDto.setPriority(5.0);
-    // 운영환경일때 경로수정 dean 260226
-    if (profile != null && profile.equals("prod")) {
-      log.info("profile = {} change inforence req", profile);
-      sendDto.changeValForProd();
-    }
-
     return sendDto;
   }
 }
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 ad0ed616..2117860d 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
@@ -342,7 +342,7 @@ public class MapSheetInferenceJobService {
     predRequestsAreas.setInput2_scene_path(
         progressDto.getPred_requests_areas().getInput2_scene_path());
 
-    InferenceSendDto m = new InferenceSendDto();
+    InferenceSendDto m =  new InferenceSendDto();
     m.setPred_requests_areas(predRequestsAreas);
     m.setModel_version(progressDto.getModelVersion());
     m.setCd_model_path(
@@ -355,12 +355,7 @@ public class MapSheetInferenceJobService {
     m.setCls_model_version(progressDto.getClsModelVersion());
     m.setCd_model_type(type);
     m.setPriority(5d);
-    // 운영환경일때 경로수정 dean 260226
-    if (profile != null && profile.equals("prod")) {
-      log.info("profile = {} [M]change inforence req", profile);
-      m.changeValForProd();
-    }
-    log.info("[Inference]SendDto={}", m);
+    log.info("[BEFORE INFERENCE] BEFORE SendDto={}", m);
     // 추론 실행 api 호출
     Long batchId = ensureAccepted(m);
 
@@ -385,9 +380,20 @@ public class MapSheetInferenceJobService {
       log.warn("not InferenceSendDto dto");
       throw new CustomApiException("BAD_REQUEST", HttpStatus.BAD_REQUEST);
     }
+    // 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
-    log.info("Inference request dto={}", dto);
+    log.info("========================================================");
+    log.info("========================================================");
+    log.info("[SEND INFERENCE] Inference request dto={}", dto);
+    log.info("========================================================");
 
     // 2) local 환경 임시 처리
     if ("local".equals(profile)) {