diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceDetailDto.java b/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceDetailDto.java
index 1b26d038..d825a462 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceDetailDto.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceDetailDto.java
@@ -295,6 +295,7 @@ public class InferenceDetailDto {
   public static class Geom {
 
     UUID uuid;
+    String uid;
     Integer compareYyyy;
     Integer targetYyyy;
     Double cdProb;
@@ -313,6 +314,7 @@ public class InferenceDetailDto {
 
     public Geom(
         UUID uuid,
+        String uid,
         Integer compareYyyy,
         Integer targetYyyy,
         Double cdProb,
@@ -325,6 +327,7 @@ public class InferenceDetailDto {
         String gemoStr,
         String geomCenterStr) {
       this.uuid = uuid;
+      this.uid = uid;
       this.compareYyyy = compareYyyy;
       this.targetYyyy = targetYyyy;
       this.cdProb = cdProb;
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 4ce7ec20..400aedf2 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
@@ -426,4 +426,15 @@ public class InferenceResultCoreService {
     inferenceResultRepository.upsertGeomsFromInferenceResults(analId);
     inferenceResultRepository.upsertSttcFromInferenceResults(analId);
   }
+
+  /**
+   * 모델별 도엽별 실패여부 저장
+   *
+   * @param uuid learn 테이블 uuid
+   * @param failMapIds 실패한 도엽 목록
+   * @param type 모델타입
+   */
+  public void saveFail5k(UUID uuid, List<Long> failMapIds, String type) {
+    mapSheetLearn5kRepository.saveFail5k(uuid, failMapIds, type);
+  }
 }
diff --git a/src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetAnalDataInferenceGeomEntity.java b/src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetAnalDataInferenceGeomEntity.java
index 165f8207..fa46471b 100644
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetAnalDataInferenceGeomEntity.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetAnalDataInferenceGeomEntity.java
@@ -156,6 +156,9 @@ public class MapSheetAnalDataInferenceGeomEntity {
   @Column(name = "pass_yn_dttm")
   private ZonedDateTime passYnDttm;
 
+  @Column(name = "result_uid")
+  private String resultUid;
+
   @ManyToOne(fetch = FetchType.EAGER)
   @JoinColumn(name = "map_5k_id", referencedColumnName = "fid")
   private MapInkx5kEntity map5k;
diff --git a/src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetLearn5kEntity.java b/src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetLearn5kEntity.java
index 4e26409c..974ab5ee 100644
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetLearn5kEntity.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetLearn5kEntity.java
@@ -54,4 +54,13 @@ public class MapSheetLearn5kEntity {
 
   @Column(name = "is_success")
   private Boolean isSuccess = false;
+
+  @Column(name = "is_m1_fail")
+  private Boolean isM1Fail = false;
+
+  @Column(name = "is_m2_fail")
+  private Boolean isM2Fail = false;
+
+  @Column(name = "is_m3_fail")
+  private Boolean isM3Fail = false;
 }
diff --git a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearn5kRepositoryCustom.java b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearn5kRepositoryCustom.java
index a81faeae..c3783621 100644
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearn5kRepositoryCustom.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearn5kRepositoryCustom.java
@@ -1,3 +1,9 @@
 package com.kamco.cd.kamcoback.postgres.repository.Inference;
 
-public interface MapSheetLearn5kRepositoryCustom {}
+import java.util.List;
+import java.util.UUID;
+
+public interface MapSheetLearn5kRepositoryCustom {
+
+  void saveFail5k(UUID uuid, List<Long> failMapIds, String type);
+}
diff --git a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearn5kRepositoryImpl.java b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearn5kRepositoryImpl.java
index 68c7593c..437abf06 100644
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearn5kRepositoryImpl.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearn5kRepositoryImpl.java
@@ -1,6 +1,62 @@
 package com.kamco.cd.kamcoback.postgres.repository.Inference;
 
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearn5kEntity.mapSheetLearn5kEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity.mapSheetLearnEntity;
+
+import com.querydsl.core.types.dsl.BooleanPath;
+import com.querydsl.jpa.impl.JPAQueryFactory;
+import java.util.List;
+import java.util.UUID;
+import lombok.RequiredArgsConstructor;
 import org.springframework.stereotype.Repository;
 
 @Repository
-public class MapSheetLearn5kRepositoryImpl implements MapSheetLearn5kRepositoryCustom {}
+@RequiredArgsConstructor
+public class MapSheetLearn5kRepositoryImpl implements MapSheetLearn5kRepositoryCustom {
+
+  private final JPAQueryFactory queryFactory;
+
+  @Override
+  public void saveFail5k(UUID uuid, List<Long> failMapIds, String type) {
+    if (failMapIds == null || failMapIds.isEmpty()) {
+      return;
+    }
+
+    Long id =
+        queryFactory
+            .select(mapSheetLearnEntity.id)
+            .from(mapSheetLearnEntity)
+            .where(mapSheetLearnEntity.uuid.eq(uuid))
+            .fetchOne();
+
+    if (id == null) {
+      return;
+    }
+
+    BooleanPath target;
+
+    switch (type) {
+      case "M1":
+        target = mapSheetLearn5kEntity.isM1Fail;
+        break;
+      case "M2":
+        target = mapSheetLearn5kEntity.isM2Fail;
+        break;
+      case "M3":
+        target = mapSheetLearn5kEntity.isM3Fail;
+        break;
+      default:
+        return;
+    }
+    queryFactory
+        .update(mapSheetLearn5kEntity)
+        .set(target, true)
+        .where(
+            mapSheetLearn5kEntity
+                .learn
+                .id
+                .eq(id)
+                .and(mapSheetLearn5kEntity.mapSheetNum.in(failMapIds)))
+        .execute();
+  }
+}
diff --git a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryImpl.java b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryImpl.java
index 4bca5c6a..e5e21aca 100644
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryImpl.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryImpl.java
@@ -403,6 +403,7 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
                 Projections.constructor(
                     Geom.class,
                     mapSheetAnalDataInferenceGeomEntity.uuid,
+                    mapSheetAnalDataInferenceGeomEntity.resultUid,
                     mapSheetAnalDataInferenceGeomEntity.compareYyyy,
                     mapSheetAnalDataInferenceGeomEntity.targetYyyy,
                     mapSheetAnalDataInferenceGeomEntity.cdProb,
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 70a88916..4058600f 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
@@ -18,6 +18,7 @@ import jakarta.transaction.Transactional;
 import java.time.ZonedDateTime;
 import java.util.List;
 import java.util.Map;
+import java.util.Optional;
 import java.util.UUID;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.log4j.Log4j2;
@@ -212,6 +213,8 @@ public class MapSheetInferenceJobService {
     // 추론 종료일때 geom 데이터 저장
     inferenceResultCoreService.upsertGeomData(sheet.getId());
 
+    // 추론 종료일때 도엽별 실패여부 저장
+
     // TODO jar로 생성하는걸로 변경
     // 추론 종료일때 shp 파일 생성
     //    inferenceResultShpService.createShpFile(sheet.getId());
@@ -426,6 +429,13 @@ public class MapSheetInferenceJobService {
     saveInferenceAiDto.setCompletedJobs(dto.getCompletedJobs());
     saveInferenceAiDto.setFailedJobs(dto.getFailedJobs());
     inferenceResultCoreService.update(saveInferenceAiDto);
+
+    List<Long> failedIds =
+        Optional.ofNullable(dto.getFailedIds()).orElse(List.of()).stream()
+            .map(Long::valueOf)
+            .toList();
+
+    inferenceResultCoreService.saveFail5k(uuid, failedIds, type);
   }
 
   /**