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 27102187..b5eab318 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
@@ -23,6 +23,7 @@ public class InferenceSendDto {
   @Getter
   @Setter
   @AllArgsConstructor
+  @NoArgsConstructor
   public static class PredRequestsAreas {
 
     private Integer input1_year;
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 61523f0e..bb37781c 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
@@ -13,6 +13,7 @@ import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.MapSheetNumDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.MapSheetScope;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.ResultList;
 import com.kamco.cd.kamcoback.inference.dto.InferenceSendDto;
+import com.kamco.cd.kamcoback.inference.dto.InferenceSendDto.PredRequestsAreas;
 import com.kamco.cd.kamcoback.model.dto.ModelMngDto.Basic;
 import com.kamco.cd.kamcoback.postgres.core.InferenceResultCoreService;
 import com.kamco.cd.kamcoback.postgres.core.MapSheetMngCoreService;
@@ -91,13 +92,25 @@ public class InferenceResultService {
       mapSheetNumList.add(mapSheetDto.getMapSheetNum());
     }
 
-    this.getSceneInference(String.valueOf(req.getCompareYyyy()), mapSheetNumList);
-    this.getSceneInference(String.valueOf(req.getTargetYyyy()), mapSheetNumList);
+    String modelComparePath =
+        this.getSceneInference(String.valueOf(req.getCompareYyyy()), mapSheetNumList);
+    String modelTargetPath =
+        this.getSceneInference(String.valueOf(req.getTargetYyyy()), mapSheetNumList);
+
+    PredRequestsAreas predRequestsAreas = new PredRequestsAreas();
+    predRequestsAreas.setInput1_year(req.getCompareYyyy());
+    predRequestsAreas.setInput2_year(req.getTargetYyyy());
+    predRequestsAreas.setInput1_scene_path(modelComparePath);
+    predRequestsAreas.setInput2_scene_path(modelTargetPath);
 
     InferenceSendDto m1 = this.getModelInfo(req.getModel1Uuid());
     InferenceSendDto m2 = this.getModelInfo(req.getModel2Uuid());
     InferenceSendDto m3 = this.getModelInfo(req.getModel3Uuid());
 
+    m1.setPredRequestsAreas(predRequestsAreas);
+    m2.setPredRequestsAreas(predRequestsAreas);
+    m3.setPredRequestsAreas(predRequestsAreas);
+
     ensureAccepted(m1);
     //    ensureAccepted(m2);
     //    ensureAccepted(m3);
@@ -183,8 +196,8 @@ public class InferenceResultService {
    * @param yyyy
    * @param mapSheetNums
    */
-  private void getSceneInference(String yyyy, List<String> mapSheetNums) {
-    mapSheetMngCoreService.getSceneInference(yyyy, mapSheetNums);
+  private String getSceneInference(String yyyy, List<String> mapSheetNums) {
+    return mapSheetMngCoreService.getSceneInference(yyyy, mapSheetNums);
   }
 
   /**
diff --git a/src/main/java/com/kamco/cd/kamcoback/postgres/core/MapSheetMngCoreService.java b/src/main/java/com/kamco/cd/kamcoback/postgres/core/MapSheetMngCoreService.java
index 6108d6ee..9581ee1b 100644
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/core/MapSheetMngCoreService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/core/MapSheetMngCoreService.java
@@ -201,20 +201,22 @@ public class MapSheetMngCoreService {
     }
   }
 
-  public void getSceneInference(String yyyy, List<String> scenes) {
+  public String getSceneInference(String yyyy, List<String> scenes) {
+    String outputPath = "";
+
     try {
       List<ImageFeature> sceneInference = mapSheetMngRepository.getSceneInference(yyyy, scenes);
 
       if (sceneInference == null || sceneInference.isEmpty()) {
         log.warn("No scene data found for year: {}", yyyy);
-        return;
+        return outputPath;
       }
 
       if (activeEnv.equals("local")) {
         syncRootDir = System.getProperty("user.home") + "/geojson";
       }
       String filename = String.format("%s_%s.geojson", yyyy, activeEnv);
-      String outputPath = Paths.get(syncRootDir, filename).toString();
+      outputPath = Paths.get(syncRootDir, filename).toString();
 
       // 디렉토리가 없으면 생성
       Files.createDirectories(Paths.get(syncRootDir));
@@ -230,5 +232,7 @@ public class MapSheetMngCoreService {
       log.error("Failed to create GeoJSON file for year: {}", yyyy, e);
       throw new RuntimeException("GeoJSON 파일 생성 실패: " + e.getMessage(), e);
     }
+
+    return outputPath;
   }
 }