diff --git a/src/main/java/com/kamco/cd/kamcoback/postgres/core/InferenceResultCoreService.java b/src/main/java/com/kamco/cd/kamcoback/postgres/core/InferenceResultCoreService.java
index aea7bcbf..396cf83a 100644
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/core/InferenceResultCoreService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/core/InferenceResultCoreService.java
@@ -108,7 +108,7 @@ public class InferenceResultCoreService {
     mapSheetLearnEntity.setMapSheetCnt(mapSheetName);
     mapSheetLearnEntity.setDetectingCnt((long) detectingCnt);
     mapSheetLearnEntity.setStage(
-        mapSheetLearnRepository.getLearnStage(req.getCompareYyyy(), req.getTargetYyyy()));
+      mapSheetLearnRepository.getLearnStage(req.getCompareYyyy(), req.getTargetYyyy()));
 
     // learn 테이블 저장
     MapSheetLearnEntity savedLearn = mapSheetLearnRepository.save(mapSheetLearnEntity);
@@ -170,9 +170,9 @@ public class InferenceResultCoreService {
    */
   public InferenceDetailDto.AnalResSummary getInferenceResultSummary(Long id) {
     InferenceDetailDto.AnalResSummary summary =
-        mapSheetAnalDataRepository
-            .getInferenceResultSummary(id)
-            .orElseThrow(() -> new EntityNotFoundException("요약정보를 찾을 수 없습니다. " + id));
+      mapSheetAnalDataRepository
+        .getInferenceResultSummary(id)
+        .orElseThrow(() -> new EntityNotFoundException("요약정보를 찾을 수 없습니다. " + id));
     return summary;
   }
 
@@ -193,7 +193,7 @@ public class InferenceResultCoreService {
    * @return
    */
   public Page<InferenceDetailDto.Geom> getInferenceResultGeomList(
-      Long id, InferenceDetailDto.SearchGeoReq searchGeoReq) {
+    Long id, InferenceDetailDto.SearchGeoReq searchGeoReq) {
     return mapSheetAnalDataRepository.getInferenceGeomList(id, searchGeoReq);
   }
 
@@ -205,16 +205,16 @@ public class InferenceResultCoreService {
    */
   @Transactional(readOnly = true)
   public Page<InferenceDetailDto.DetailListEntity> listInferenceResultWithGeom(
-      @NotNull Long analyId, InferenceDetailDto.SearchGeoReq searchReq) {
+    @NotNull Long analyId, InferenceDetailDto.SearchGeoReq searchReq) {
     // 분석 ID 에 해당하는 dataids를 가져온다.
     List<Long> dataIds =
-        mapSheetAnalDataRepository.listAnalyGeom(analyId).stream()
-            .mapToLong(MapSheetAnalDataInferenceEntity::getId)
-            .boxed()
-            .toList();
+      mapSheetAnalDataRepository.listAnalyGeom(analyId).stream()
+        .mapToLong(MapSheetAnalDataInferenceEntity::getId)
+        .boxed()
+        .toList();
     // 해당데이터의 폴리곤데이터를 가져온다
     Page<MapSheetAnalDataInferenceGeomEntity> mapSheetAnalDataGeomEntities =
-        mapSheetAnalDataRepository.listInferenceResultWithGeom(dataIds, searchReq);
+      mapSheetAnalDataRepository.listInferenceResultWithGeom(dataIds, searchReq);
     return mapSheetAnalDataGeomEntities.map(MapSheetAnalDataInferenceGeomEntity::toEntity);
   }
 
@@ -231,14 +231,14 @@ public class InferenceResultCoreService {
   @Transactional(readOnly = true)
   public List<MapSheet> listGetScenes5k(Long analyId) {
     List<String> sceneCodes =
-        mapSheetAnalDataRepository.listAnalyGeom(analyId).stream()
-            .mapToLong(MapSheetAnalDataInferenceEntity::getMapSheetNum)
-            .mapToObj(String::valueOf)
-            .toList();
+      mapSheetAnalDataRepository.listAnalyGeom(analyId).stream()
+        .mapToLong(MapSheetAnalDataInferenceEntity::getMapSheetNum)
+        .mapToObj(String::valueOf)
+        .toList();
 
     return mapInkx5kRepository.listGetScenes5k(sceneCodes).stream()
-        .map(MapInkx5kEntity::toEntity)
-        .toList();
+      .map(MapInkx5kEntity::toEntity)
+      .toList();
   }
 
   /**
@@ -246,11 +246,12 @@ public class InferenceResultCoreService {
    *
    * @param request 추론 실행 정보
    */
+  @Transactional
   public void update(SaveInferenceAiDto request) {
     MapSheetLearnEntity entity =
-        mapSheetLearnRepository
-            .getInferenceResultByUuid(request.getUuid())
-            .orElseThrow(EntityNotFoundException::new);
+      mapSheetLearnRepository
+        .getInferenceResultByUuid(request.getUuid())
+        .orElseThrow(EntityNotFoundException::new);
 
     // M1/M2/M3 영역 업데이트
     if (request.getType() != null) {
@@ -272,49 +273,46 @@ public class InferenceResultCoreService {
 
   private void applyModelUpdate(MapSheetLearnEntity entity, SaveInferenceAiDto request) {
     switch (request.getType()) {
-      case "M1" ->
-          applyModelFields(
-              request,
-              entity::setM1ModelBatchId,
-              entity::setM1ModelStartDttm,
-              entity::setM1ModelEndDttm,
-              entity::setM1PendingJobs,
-              entity::setM1RunningJobs,
-              entity::setM1CompletedJobs,
-              entity::setM1FailedJobs);
-      case "M2" ->
-          applyModelFields(
-              request,
-              entity::setM2ModelBatchId,
-              entity::setM2ModelStartDttm,
-              entity::setM2ModelEndDttm,
-              entity::setM2PendingJobs,
-              entity::setM2RunningJobs,
-              entity::setM2CompletedJobs,
-              entity::setM2FailedJobs);
-      case "M3" ->
-          applyModelFields(
-              request,
-              entity::setM3ModelBatchId,
-              entity::setM3ModelStartDttm,
-              entity::setM3ModelEndDttm,
-              entity::setM3PendingJobs,
-              entity::setM3RunningJobs,
-              entity::setM3CompletedJobs,
-              entity::setM3FailedJobs);
+      case "M1" -> applyModelFields(
+        request,
+        entity::setM1ModelBatchId,
+        entity::setM1ModelStartDttm,
+        entity::setM1ModelEndDttm,
+        entity::setM1PendingJobs,
+        entity::setM1RunningJobs,
+        entity::setM1CompletedJobs,
+        entity::setM1FailedJobs);
+      case "M2" -> applyModelFields(
+        request,
+        entity::setM2ModelBatchId,
+        entity::setM2ModelStartDttm,
+        entity::setM2ModelEndDttm,
+        entity::setM2PendingJobs,
+        entity::setM2RunningJobs,
+        entity::setM2CompletedJobs,
+        entity::setM2FailedJobs);
+      case "M3" -> applyModelFields(
+        request,
+        entity::setM3ModelBatchId,
+        entity::setM3ModelStartDttm,
+        entity::setM3ModelEndDttm,
+        entity::setM3PendingJobs,
+        entity::setM3RunningJobs,
+        entity::setM3CompletedJobs,
+        entity::setM3FailedJobs);
       default -> throw new IllegalArgumentException("Unknown type: " + request.getType());
     }
   }
 
   private void applyModelFields(
-      SaveInferenceAiDto request,
-      Consumer<Long> setBatchId,
-      Consumer<ZonedDateTime> setStart,
-      Consumer<ZonedDateTime> setEnd,
-      Consumer<Integer> setPending,
-      Consumer<Integer> setRunning,
-      Consumer<Integer> setCompleted,
-      Consumer<Integer> setFailed) {
+    SaveInferenceAiDto request,
+    Consumer<Long> setBatchId,
+    Consumer<ZonedDateTime> setStart,
+    Consumer<ZonedDateTime> setEnd,
+    Consumer<Integer> setPending,
+    Consumer<Integer> setRunning,
+    Consumer<Integer> setCompleted,
+    Consumer<Integer> setFailed) {
     applyIfNotNull(request.getBatchId(), setBatchId);
     applyIfNotNull(request.getModelStartDttm(), setStart);
     applyIfNotNull(request.getModelEndDttm(), setEnd);
@@ -341,7 +339,7 @@ public class InferenceResultCoreService {
 
   public InferenceBatchSheet getInferenceResultByStatus(String status) {
     MapSheetLearnEntity entity =
-        mapSheetLearnRepository.getInferenceResultByStatus(status).orElse(null);
+      mapSheetLearnRepository.getInferenceResultByStatus(status).orElse(null);
 
     if (entity == null) {
       return null;
@@ -420,6 +418,7 @@ public class InferenceResultCoreService {
    *
    * @param id learn 테이블 id
    */
+  @Transactional
   public void upsertGeomData(Long id) {
     Long analId = inferenceResultRepository.upsertGroupsFromMapSheetAnal(id);
     inferenceResultRepository.upsertGroupsFromInferenceResults(analId);
@@ -430,10 +429,11 @@ public class InferenceResultCoreService {
   /**
    * 모델별 도엽별 실패여부 저장
    *
-   * @param uuid learn 테이블 uuid
+   * @param uuid       learn 테이블 uuid
    * @param failMapIds 실패한 도엽 목록
-   * @param type 모델타입
+   * @param type       모델타입
    */
+  @Transactional
   public void saveFail5k(UUID uuid, List<Long> failMapIds, String type) {
     mapSheetLearn5kRepository.saveFail5k(uuid, failMapIds, type);
   }