diff --git a/gradle/linux/pack_offline_bundle_airgap.sh b/gradle/linux/pack_offline_bundle_airgap.sh
new file mode 100644
index 00000000..9cc9fc5f
--- /dev/null
+++ b/gradle/linux/pack_offline_bundle_airgap.sh
@@ -0,0 +1,550 @@
+#!/bin/bash
+# pack_offline_bundle_airgap.sh
+# ============================================================================
+# Gradle Offline Bundle Packer
+# ============================================================================
+# Version: 4.0
+#
+# WORKFLOW:
+#   1. [ONLINE] Build project (./gradlew bootJar) - downloads all deps
+#   2. [ONLINE] Test run (./gradlew bootRun) - verify app works
+#   3. [OFFLINE TEST] Verify offline build works
+#   4. Create bundle with all cached dependencies
+#
+# REQUIREMENTS:
+#   - Internet connection (for initial build)
+#   - Project with gradlew
+# ============================================================================
+
+set -e
+
+# ============================================================================
+# Configuration
+# ============================================================================
+WRAPPER_SEED_PATH="wrapper_jar_seed"
+OFFLINE_HOME_NAME="_offline_gradle_home"
+BOOTRUN_TIMEOUT_SECONDS=60
+
+# Color codes
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+YELLOW='\033[1;33m'
+CYAN='\033[0;36m'
+GRAY='\033[0;90m'
+WHITE='\033[1;37m'
+NC='\033[0m' # No Color
+
+echo ""
+echo -e "${CYAN}============================================================${NC}"
+echo -e "${CYAN} Gradle Offline Bundle Packer v4.0${NC}"
+echo -e "${CYAN}============================================================${NC}"
+echo ""
+echo -e "${WHITE} This script will:${NC}"
+echo -e "${GRAY}   1. Build project with internet (download dependencies)${NC}"
+echo -e "${GRAY}   2. Test run application (verify it works)${NC}"
+echo -e "${GRAY}   3. Test offline build (verify cache is complete)${NC}"
+echo -e "${GRAY}   4. Create offline bundle for air-gapped environment${NC}"
+echo ""
+echo -e "${CYAN}============================================================${NC}"
+echo ""
+
+# ============================================================================
+# [1/20] Check Current Directory
+# ============================================================================
+echo -e "${YELLOW}==[1/20] Check Current Directory ==${NC}"
+ROOT="$(pwd)"
+echo "ROOT_DIR: $ROOT"
+echo ""
+
+# ============================================================================
+# [2/20] Check Required Files
+# ============================================================================
+echo -e "${YELLOW}==[2/20] Check Required Files ==${NC}"
+
+if [ ! -f "./gradlew" ]; then
+    echo -e "${RED}ERROR: gradlew not found. Run from project root.${NC}"
+    exit 1
+fi
+chmod +x ./gradlew
+echo -e "${GREEN}[OK] gradlew${NC}"
+
+BUILD_FILE=""
+if [ -f "./build.gradle" ]; then
+    BUILD_FILE="build.gradle"
+elif [ -f "./build.gradle.kts" ]; then
+    BUILD_FILE="build.gradle.kts"
+else
+    echo -e "${RED}ERROR: build.gradle(.kts) not found.${NC}"
+    exit 1
+fi
+echo -e "${GREEN}[OK] $BUILD_FILE${NC}"
+
+SETTINGS_FILE=""
+if [ -f "./settings.gradle" ]; then
+    SETTINGS_FILE="settings.gradle"
+    echo -e "${GREEN}[OK] $SETTINGS_FILE${NC}"
+elif [ -f "./settings.gradle.kts" ]; then
+    SETTINGS_FILE="settings.gradle.kts"
+    echo -e "${GREEN}[OK] $SETTINGS_FILE${NC}"
+fi
+echo ""
+
+# ============================================================================
+# [3/20] Check Gradle Wrapper
+# ============================================================================
+echo -e "${YELLOW}==[3/20] Check Gradle Wrapper ==${NC}"
+
+WRAPPER_DIR="$ROOT/gradle/wrapper"
+WRAPPER_JAR="$WRAPPER_DIR/gradle-wrapper.jar"
+WRAPPER_PROP="$WRAPPER_DIR/gradle-wrapper.properties"
+
+mkdir -p "$WRAPPER_DIR"
+
+if [ ! -f "$WRAPPER_PROP" ]; then
+    echo -e "${RED}ERROR: gradle-wrapper.properties not found.${NC}"
+    exit 1
+fi
+
+if [ ! -f "$WRAPPER_JAR" ]; then
+    SEED_JAR="$ROOT/$WRAPPER_SEED_PATH/gradle-wrapper.jar"
+    if [ -f "$SEED_JAR" ]; then
+        cp "$SEED_JAR" "$WRAPPER_JAR"
+        echo -e "${GREEN}[OK] Wrapper jar injected from seed${NC}"
+    else
+        echo -e "${RED}ERROR: gradle-wrapper.jar missing${NC}"
+        exit 1
+    fi
+else
+    echo -e "${GREEN}[OK] gradle-wrapper.jar exists${NC}"
+fi
+
+# Create seed backup
+SEED_DIR="$ROOT/$WRAPPER_SEED_PATH"
+if [ ! -d "$SEED_DIR" ]; then
+    mkdir -p "$SEED_DIR"
+    cp "$WRAPPER_JAR" "$SEED_DIR/gradle-wrapper.jar"
+fi
+echo ""
+
+# ============================================================================
+# [4/20] Set GRADLE_USER_HOME (Project Local)
+# ============================================================================
+echo -e "${YELLOW}==[4/20] Set GRADLE_USER_HOME ==${NC}"
+
+OFFLINE_HOME="$ROOT/$OFFLINE_HOME_NAME"
+mkdir -p "$OFFLINE_HOME"
+export GRADLE_USER_HOME="$OFFLINE_HOME"
+
+echo -e "${CYAN}GRADLE_USER_HOME = $GRADLE_USER_HOME${NC}"
+echo -e "${GRAY}[INFO] All dependencies will be cached in project folder${NC}"
+echo ""
+
+# ============================================================================
+# [5/20] Check Internet Connection
+# ============================================================================
+echo -e "${YELLOW}==[5/20] Check Internet Connection ==${NC}"
+
+HAS_INTERNET=false
+TEST_HOSTS=("plugins.gradle.org" "repo.maven.apache.org" "repo1.maven.org")
+
+for TEST_HOST in "${TEST_HOSTS[@]}"; do
+    if ping -c 1 -W 3 "$TEST_HOST" &>/dev/null; then
+        HAS_INTERNET=true
+        echo -e "${GREEN}[OK] Connected to $TEST_HOST${NC}"
+        break
+    fi
+done
+
+if [ "$HAS_INTERNET" = false ]; then
+    # Try DNS resolution as fallback
+    if nslookup google.com &>/dev/null || host google.com &>/dev/null; then
+        HAS_INTERNET=true
+        echo -e "${GREEN}[OK] Internet available (DNS)${NC}"
+    fi
+fi
+
+if [ "$HAS_INTERNET" = false ]; then
+    echo ""
+    echo -e "${RED}============================================================${NC}"
+    echo -e "${RED} ERROR: No Internet Connection!${NC}"
+    echo -e "${RED}============================================================${NC}"
+    echo ""
+    echo -e "${YELLOW}This script requires internet for initial build.${NC}"
+    echo -e "${YELLOW}Please connect to internet and run again.${NC}"
+    echo ""
+    exit 1
+fi
+echo ""
+
+# ============================================================================
+# [6/20] Initial Gradle Setup
+# ============================================================================
+echo -e "${YELLOW}==[6/20] Initial Gradle Setup ==${NC}"
+echo -e "${GRAY}[INFO] Downloading Gradle distribution...${NC}"
+
+if ./gradlew --version &>/dev/null; then
+    GRADLE_VERSION=$(./gradlew --version 2>&1 | grep "^Gradle" | awk '{print $2}')
+    echo -e "${GREEN}[OK] Gradle $GRADLE_VERSION${NC}"
+else
+    echo -e "${RED}[ERROR] Gradle setup failed${NC}"
+    exit 1
+fi
+echo ""
+
+# ============================================================================
+# [7/20] ONLINE BUILD - bootJar (Download All Dependencies)
+# ============================================================================
+echo -e "${YELLOW}==[7/20] ONLINE BUILD - bootJar ==${NC}"
+echo ""
+echo -e "${CYAN}============================================================${NC}"
+echo -e "${CYAN} ONLINE BUILD (with Internet)${NC}"
+echo -e "${CYAN} Downloading all dependencies to local cache${NC}"
+echo -e "${CYAN}============================================================${NC}"
+echo ""
+
+BUILD_SUCCESS=false
+
+./gradlew clean bootJar --no-daemon
+if [ $? -eq 0 ]; then
+    BUILD_SUCCESS=true
+    echo ""
+    echo -e "${GREEN}============================================================${NC}"
+    echo -e "${GREEN} ONLINE BUILD SUCCESS!${NC}"
+    echo -e "${GREEN}============================================================${NC}"
+    echo ""
+    
+    if [ -d "./build/libs" ]; then
+        echo -e "${CYAN}JAR files:${NC}"
+        ls -lh ./build/libs/*.jar 2>/dev/null | awk '{print "  " $9 " (" $5 ")"}'
+    fi
+else
+    echo ""
+    echo -e "${RED}============================================================${NC}"
+    echo -e "${RED} BUILD FAILED!${NC}"
+    echo -e "${RED}============================================================${NC}"
+    echo ""
+    echo -e "${YELLOW}Build failed. Cannot continue.${NC}"
+    exit 1
+fi
+echo ""
+
+# ============================================================================
+# [8/20] Stop Daemons
+# ============================================================================
+echo -e "${YELLOW}==[8/20] Stop Daemons ==${NC}"
+
+./gradlew --stop &>/dev/null || true
+sleep 2
+echo -e "${GREEN}[OK] Daemons stopped${NC}"
+echo ""
+
+# ============================================================================
+# [9/20] ONLINE TEST - bootRun (Verify Application Works)
+# ============================================================================
+echo -e "${YELLOW}==[9/20] ONLINE TEST - bootRun ==${NC}"
+echo ""
+echo -e "${CYAN}============================================================${NC}"
+echo -e "${CYAN} Testing application startup (timeout: ${BOOTRUN_TIMEOUT_SECONDS}s)${NC}"
+echo -e "${CYAN} Will automatically stop after successful startup${NC}"
+echo -e "${CYAN}============================================================${NC}"
+echo ""
+
+BOOTRUN_SUCCESS=false
+
+timeout ${BOOTRUN_TIMEOUT_SECONDS}s ./gradlew bootRun --no-daemon &
+BOOTRUN_PID=$!
+
+sleep 10
+
+if ps -p $BOOTRUN_PID &>/dev/null; then
+    BOOTRUN_SUCCESS=true
+    echo ""
+    echo -e "${GREEN}[OK] Application started successfully${NC}"
+    kill $BOOTRUN_PID &>/dev/null || true
+    sleep 2
+else
+    echo ""
+    echo -e "${YELLOW}[WARN] Application may not have started properly${NC}"
+fi
+
+# Cleanup
+pkill -f "gradle.*bootRun" &>/dev/null || true
+sleep 2
+echo ""
+
+# ============================================================================
+# [10/20] Stop Daemons Again
+# ============================================================================
+echo -e "${YELLOW}==[10/20] Stop Daemons Again ==${NC}"
+
+./gradlew --stop &>/dev/null || true
+sleep 2
+echo -e "${GREEN}[OK] Daemons stopped${NC}"
+echo ""
+
+# ============================================================================
+# [11/20] OFFLINE BUILD TEST (Verify Cache Completeness)
+# ============================================================================
+echo -e "${YELLOW}==[11/20] OFFLINE BUILD TEST ==${NC}"
+echo ""
+echo -e "${CYAN}============================================================${NC}"
+echo -e "${CYAN} OFFLINE BUILD TEST (--offline flag)${NC}"
+echo -e "${CYAN} Verifying all dependencies are cached${NC}"
+echo -e "${CYAN}============================================================${NC}"
+echo ""
+
+OFFLINE_SUCCESS=false
+
+./gradlew clean bootJar --offline --no-daemon
+if [ $? -eq 0 ]; then
+    OFFLINE_SUCCESS=true
+    echo ""
+    echo -e "${GREEN}============================================================${NC}"
+    echo -e "${GREEN} OFFLINE BUILD TEST PASSED!${NC}"
+    echo -e "${GREEN}============================================================${NC}"
+    echo ""
+    echo -e "${GREEN}[OK] All dependencies are cached${NC}"
+else
+    echo ""
+    echo -e "${RED}============================================================${NC}"
+    echo -e "${RED} OFFLINE BUILD TEST FAILED!${NC}"
+    echo -e "${RED}============================================================${NC}"
+    echo ""
+    echo -e "${YELLOW}Some dependencies may be missing from cache.${NC}"
+    echo -e "${YELLOW}The bundle may not work in air-gapped environment.${NC}"
+    echo ""
+    
+    read -p "Continue anyway? (y/N): " -n 1 -r
+    echo
+    if [[ ! $REPLY =~ ^[Yy]$ ]]; then
+        exit 1
+    fi
+fi
+echo ""
+
+# ============================================================================
+# [12/20] Stop Daemons Before Archive
+# ============================================================================
+echo -e "${YELLOW}==[12/20] Stop Daemons Before Archive ==${NC}"
+
+./gradlew --stop &>/dev/null || true
+sleep 2
+echo -e "${GREEN}[OK] Daemons stopped${NC}"
+echo ""
+
+# ============================================================================
+# [13/20] Verify settings.gradle for Offline
+# ============================================================================
+echo -e "${YELLOW}==[13/20] Verify settings.gradle ==${NC}"
+
+if [ -n "$SETTINGS_FILE" ]; then
+    if grep -q "mavenLocal()" "$SETTINGS_FILE" && grep -q "pluginManagement" "$SETTINGS_FILE"; then
+        echo -e "${GREEN}[OK] settings.gradle configured for offline${NC}"
+    else
+        echo -e "${YELLOW}[WARN] settings.gradle may need offline configuration${NC}"
+        echo -e "${GRAY}[INFO] Consider adding mavenLocal() to pluginManagement and repositories${NC}"
+    fi
+else
+    echo -e "${GRAY}[INFO] No settings.gradle found${NC}"
+fi
+echo ""
+
+# ============================================================================
+# [14/20] Create Helper Scripts
+# ============================================================================
+echo -e "${YELLOW}==[14/20] Create Helper Scripts ==${NC}"
+
+# run_offline_build.sh
+cat > "$ROOT/run_offline_build.sh" << 'EOF'
+#!/bin/bash
+# run_offline_build.sh - Build JAR offline
+export GRADLE_USER_HOME="$(pwd)/_offline_gradle_home"
+echo "GRADLE_USER_HOME = $GRADLE_USER_HOME"
+echo ""
+./gradlew --offline bootJar --no-daemon
+if [ $? -eq 0 ]; then
+    echo ""
+    echo "BUILD SUCCESS!"
+    echo ""
+    echo "JAR files:"
+    ls -lh ./build/libs/*.jar 2>/dev/null | awk '{print "  " $9}'
+else
+    echo "BUILD FAILED"
+fi
+EOF
+chmod +x "$ROOT/run_offline_build.sh"
+echo -e "${GREEN}[OK] run_offline_build.sh${NC}"
+
+# run_offline_bootrun.sh
+cat > "$ROOT/run_offline_bootrun.sh" << 'EOF'
+#!/bin/bash
+# run_offline_bootrun.sh - Run application offline
+export GRADLE_USER_HOME="$(pwd)/_offline_gradle_home"
+echo "GRADLE_USER_HOME = $GRADLE_USER_HOME"
+echo ""
+echo "Starting application (Ctrl+C to stop)..."
+echo ""
+./gradlew --offline bootRun --no-daemon
+EOF
+chmod +x "$ROOT/run_offline_bootrun.sh"
+echo -e "${GREEN}[OK] run_offline_bootrun.sh${NC}"
+echo ""
+
+# ============================================================================
+# [15/20] Final Daemon Cleanup
+# ============================================================================
+echo -e "${YELLOW}==[15/20] Final Daemon Cleanup ==${NC}"
+
+./gradlew --stop &>/dev/null || true
+sleep 2
+echo -e "${GREEN}[OK] Daemons stopped${NC}"
+echo ""
+
+# ============================================================================
+# [16/20] Clean Lock Files
+# ============================================================================
+echo -e "${YELLOW}==[16/20] Clean Lock Files ==${NC}"
+
+DAEMON_DIR="$OFFLINE_HOME/daemon"
+if [ -d "$DAEMON_DIR" ]; then
+    rm -rf "$DAEMON_DIR" 2>/dev/null || true
+fi
+
+find "$OFFLINE_HOME" -type f \( -name "*.lock" -o -name "*.log" -o -name "*.tmp" \) -delete 2>/dev/null || true
+
+echo -e "${GREEN}[OK] Lock files cleaned${NC}"
+echo ""
+
+# ============================================================================
+# [17/20] Calculate Cache Size
+# ============================================================================
+echo -e "${YELLOW}==[17/20] Cache Summary ==${NC}"
+
+CACHES_DIR="$OFFLINE_HOME/caches"
+WRAPPER_DISTS="$OFFLINE_HOME/wrapper/dists"
+
+TOTAL_SIZE=0
+
+if [ -d "$CACHES_DIR" ]; then
+    SIZE=$(du -sb "$CACHES_DIR" 2>/dev/null | cut -f1)
+    TOTAL_SIZE=$((TOTAL_SIZE + SIZE))
+    SIZE_MB=$(echo "scale=2; $SIZE / 1048576" | bc)
+    echo -e "${CYAN}[INFO] Dependencies: ${SIZE_MB} MB${NC}"
+fi
+
+if [ -d "$WRAPPER_DISTS" ]; then
+    SIZE=$(du -sb "$WRAPPER_DISTS" 2>/dev/null | cut -f1)
+    TOTAL_SIZE=$((TOTAL_SIZE + SIZE))
+    SIZE_MB=$(echo "scale=2; $SIZE / 1048576" | bc)
+    echo -e "${CYAN}[INFO] Gradle dist: ${SIZE_MB} MB${NC}"
+fi
+
+TOTAL_MB=$(echo "scale=2; $TOTAL_SIZE / 1048576" | bc)
+echo -e "${CYAN}[INFO] Total cache: ${TOTAL_MB} MB${NC}"
+echo ""
+
+# ============================================================================
+# [18/20] Create Archive
+# ============================================================================
+echo -e "${YELLOW}==[18/20] Create Archive ==${NC}"
+
+BASE_NAME=$(basename "$ROOT")
+TIMESTAMP=$(date +"%Y%m%d_%H%M%S")
+PARENT=$(dirname "$ROOT")
+ARCHIVE_PATH="${PARENT}/${BASE_NAME}_offline_bundle_${TIMESTAMP}.tar.gz"
+
+echo "Archive: $ARCHIVE_PATH"
+echo -e "${GRAY}[INFO] Creating archive (this may take several minutes)...${NC}"
+
+tar -czf "$ARCHIVE_PATH" \
+    --exclude=".git" \
+    --exclude=".idea" \
+    --exclude=".DS_Store" \
+    --exclude="*.log" \
+    --exclude="*.lock" \
+    --exclude="_offline_gradle_home/daemon" \
+    --exclude="_offline_gradle_home/native" \
+    --exclude="_offline_gradle_home/jdks" \
+    --exclude="build" \
+    --exclude="out" \
+    --exclude=".gradle" \
+    -C "$ROOT" .
+
+if [ $? -ne 0 ]; then
+    echo -e "${RED}ERROR: tar failed${NC}"
+    exit 1
+fi
+
+ARCHIVE_SIZE=$(stat -f%z "$ARCHIVE_PATH" 2>/dev/null || stat -c%s "$ARCHIVE_PATH" 2>/dev/null)
+ARCHIVE_SIZE_MB=$(echo "scale=2; $ARCHIVE_SIZE / 1048576" | bc)
+echo -e "${GREEN}[OK] Archive created: ${ARCHIVE_SIZE_MB} MB${NC}"
+echo ""
+
+# ============================================================================
+# [19/20] Verify Archive
+# ============================================================================
+echo -e "${YELLOW}==[19/20] Verify Archive ==${NC}"
+
+CHECKS=(
+    "gradle/wrapper/gradle-wrapper.jar"
+    "gradlew"
+    "_offline_gradle_home/caches"
+    "run_offline_build.sh"
+)
+
+for CHECK in "${CHECKS[@]}"; do
+    if tar -tzf "$ARCHIVE_PATH" | grep -q "$CHECK"; then
+        echo -e "  ${GREEN}[OK] $CHECK${NC}"
+    else
+        echo -e "  ${YELLOW}[WARN] $CHECK${NC}"
+    fi
+done
+echo ""
+
+# ============================================================================
+# [20/20] Complete
+# ============================================================================
+echo -e "${GREEN}============================================================${NC}"
+echo -e "${GREEN} BUNDLE CREATION COMPLETE!${NC}"
+echo -e "${GREEN}============================================================${NC}"
+echo ""
+echo -e "${CYAN}Archive: $ARCHIVE_PATH${NC}"
+echo -e "${CYAN}Size: ${ARCHIVE_SIZE_MB} MB${NC}"
+echo ""
+
+echo -e "${CYAN}============================================================${NC}"
+echo -e "${CYAN} Test Results${NC}"
+echo -e "${CYAN}============================================================${NC}"
+if [ "$BUILD_SUCCESS" = true ]; then
+    echo -e "  Online build (bootJar):  ${GREEN}PASSED${NC}"
+else
+    echo -e "  Online build (bootJar):  ${RED}FAILED${NC}"
+fi
+if [ "$BOOTRUN_SUCCESS" = true ]; then
+    echo -e "  Online test (bootRun):   ${GREEN}PASSED${NC}"
+else
+    echo -e "  Online test (bootRun):   ${YELLOW}SKIPPED${NC}"
+fi
+if [ "$OFFLINE_SUCCESS" = true ]; then
+    echo -e "  Offline build test:      ${GREEN}PASSED${NC}"
+else
+    echo -e "  Offline build test:      ${RED}FAILED${NC}"
+fi
+echo ""
+
+echo -e "${YELLOW}============================================================${NC}"
+echo -e "${YELLOW} Usage in Air-gapped Environment${NC}"
+echo -e "${YELLOW}============================================================${NC}"
+echo ""
+echo -e "${WHITE}Option 1: Use unpack script${NC}"
+echo -e "${GRAY}  ./unpack_and_offline_build_airgap.sh${NC}"
+echo ""
+echo -e "${WHITE}Option 2: Manual extraction${NC}"
+echo -e "${GRAY}  tar -xzf <archive>.tar.gz${NC}"
+echo -e "${GRAY}  cd <project>${NC}"
+echo -e "${GRAY}  ./run_offline_build.sh${NC}"
+echo ""
+echo -e "${WHITE}Option 3: Direct commands${NC}"
+echo -e "${GRAY}  export GRADLE_USER_HOME=\"./_offline_gradle_home\"${NC}"
+echo -e "${GRAY}  ./gradlew --offline bootJar --no-daemon${NC}"
+echo ""
diff --git a/gradle/linux/unpack_and_offline_build_airgap.sh b/gradle/linux/unpack_and_offline_build_airgap.sh
new file mode 100644
index 00000000..b279202c
--- /dev/null
+++ b/gradle/linux/unpack_and_offline_build_airgap.sh
@@ -0,0 +1,347 @@
+#!/bin/bash
+# unpack_and_offline_build_airgap.sh
+# ============================================================================
+# Execution Environment: OFFLINE (Air-gapped, No Internet)
+# Purpose: Extract bundle and run offline build
+# ============================================================================
+# Linux Bash Script
+# Version: 3.1
+#
+# IMPORTANT: This script automatically:
+#   1. Extracts the archive
+#   2. Sets GRADLE_USER_HOME to project local cache
+#   3. Configures settings.gradle for offline resolution
+#   4. Runs build with --offline flag
+# ============================================================================
+
+set -e
+
+# ============================================================================
+# Configuration
+# ============================================================================
+WRAPPER_SEED_PATH="wrapper_jar_seed"
+OFFLINE_HOME_NAME="_offline_gradle_home"
+
+# Color codes
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+YELLOW='\033[1;33m'
+CYAN='\033[0;36m'
+GRAY='\033[0;90m'
+WHITE='\033[1;37m'
+NC='\033[0m' # No Color
+
+echo ""
+echo -e "${CYAN}============================================================${NC}"
+echo -e "${CYAN} Gradle Offline Build Runner${NC}"
+echo -e "${CYAN} Environment: AIR-GAPPED (No Internet)${NC}"
+echo -e "${CYAN} Mode: Fully Offline (--offline enforced)${NC}"
+echo -e "${CYAN}============================================================${NC}"
+echo ""
+
+# ============================================================================
+# [1/16] Check Current Directory
+# ============================================================================
+echo -e "${YELLOW}==[1/16] Check Current Directory ==${NC}"
+START_DIR="$(pwd)"
+echo "PWD: $START_DIR"
+echo ""
+
+# ============================================================================
+# [2/16] Select Archive
+# ============================================================================
+echo -e "${YELLOW}==[2/16] Select Archive ==${NC}"
+
+ARCHIVE=""
+if [ $# -ge 1 ]; then
+    ARCHIVE="$1"
+fi
+
+if [ -z "$ARCHIVE" ]; then
+    # Auto-detect most recent .tar.gz file
+    ARCHIVE=$(find "$START_DIR" -maxdepth 1 -type f \( -name "*.tar.gz" -o -name "*.tgz" \) -printf '%T@ %p\n' 2>/dev/null | sort -rn | head -1 | cut -d' ' -f2-)
+    
+    if [ -z "$ARCHIVE" ]; then
+        echo -e "${RED}[ERROR] No archive found${NC}"
+        ls -lh "$START_DIR"
+        exit 1
+    fi
+    
+    echo -e "${CYAN}[AUTO] $(basename "$ARCHIVE")${NC}"
+else
+    if [ ! -f "$ARCHIVE" ]; then
+        ARCHIVE="$START_DIR/$ARCHIVE"
+    fi
+    echo -e "${CYAN}[USER] $(basename "$ARCHIVE")${NC}"
+fi
+
+if [ ! -f "$ARCHIVE" ]; then
+    echo -e "${RED}ERROR: Archive not found: $ARCHIVE${NC}"
+    exit 1
+fi
+
+ARCHIVE_SIZE=$(stat -f%z "$ARCHIVE" 2>/dev/null || stat -c%s "$ARCHIVE" 2>/dev/null)
+ARCHIVE_SIZE_MB=$(echo "scale=2; $ARCHIVE_SIZE / 1048576" | bc)
+echo "Size: ${ARCHIVE_SIZE_MB} MB"
+echo ""
+
+# ============================================================================
+# [3/16] Check tar
+# ============================================================================
+echo -e "${YELLOW}==[3/16] Check tar ==${NC}"
+
+if ! command -v tar &>/dev/null; then
+    echo -e "${RED}ERROR: tar not found${NC}"
+    exit 1
+fi
+echo -e "${GREEN}[OK] tar found${NC}"
+echo ""
+
+# ============================================================================
+# [4/16] Extract Archive
+# ============================================================================
+echo -e "${YELLOW}==[4/16] Extract Archive ==${NC}"
+echo -e "${GRAY}[INFO] Extracting...${NC}"
+
+tar -xzf "$ARCHIVE" -C "$START_DIR"
+if [ $? -ne 0 ]; then
+    echo -e "${RED}ERROR: Extraction failed${NC}"
+    exit 1
+fi
+echo -e "${GREEN}[OK] Extracted${NC}"
+echo ""
+
+# ============================================================================
+# [5/16] Set Permissions
+# ============================================================================
+echo -e "${YELLOW}==[5/16] Set Permissions ==${NC}"
+
+chmod -R u+rw "$START_DIR" 2>/dev/null || true
+echo -e "${GREEN}[OK] Permissions set${NC}"
+echo ""
+
+# ============================================================================
+# [6/16] Find Project Root
+# ============================================================================
+echo -e "${YELLOW}==[6/16] Find Project Root ==${NC}"
+
+GRADLEW=$(find "$START_DIR" -name "gradlew" -type f 2>/dev/null | sort | head -1)
+if [ -z "$GRADLEW" ]; then
+    echo -e "${RED}ERROR: gradlew not found${NC}"
+    exit 1
+fi
+
+PROJECT_DIR=$(dirname "$GRADLEW")
+echo -e "${CYAN}Project: $PROJECT_DIR${NC}"
+cd "$PROJECT_DIR"
+echo ""
+
+# ============================================================================
+# [7/16] Fix Permissions
+# ============================================================================
+echo -e "${YELLOW}==[7/16] Fix Permissions ==${NC}"
+
+chmod +x ./gradlew
+find . -name "*.sh" -type f -exec chmod +x {} \; 2>/dev/null || true
+echo -e "${GREEN}[OK] Permissions fixed${NC}"
+echo ""
+
+# ============================================================================
+# [8/16] Verify Wrapper
+# ============================================================================
+echo -e "${YELLOW}==[8/16] Verify Wrapper ==${NC}"
+
+WRAPPER_DIR="$PROJECT_DIR/gradle/wrapper"
+WRAPPER_JAR="$WRAPPER_DIR/gradle-wrapper.jar"
+WRAPPER_PROP="$WRAPPER_DIR/gradle-wrapper.properties"
+
+if [ ! -f "$WRAPPER_PROP" ]; then
+    echo -e "${RED}ERROR: gradle-wrapper.properties missing${NC}"
+    exit 1
+fi
+
+if [ ! -f "$WRAPPER_JAR" ]; then
+    SEED_JAR="$PROJECT_DIR/$WRAPPER_SEED_PATH/gradle-wrapper.jar"
+    if [ -f "$SEED_JAR" ]; then
+        mkdir -p "$WRAPPER_DIR"
+        cp "$SEED_JAR" "$WRAPPER_JAR"
+        echo -e "${GREEN}[OK] Injected from seed${NC}"
+    else
+        echo -e "${RED}ERROR: wrapper jar missing${NC}"
+        exit 1
+    fi
+else
+    echo -e "${GREEN}[OK] Wrapper verified${NC}"
+fi
+echo ""
+
+# ============================================================================
+# [9/16] Set GRADLE_USER_HOME
+# ============================================================================
+echo -e "${YELLOW}==[9/16] Set GRADLE_USER_HOME ==${NC}"
+
+OFFLINE_HOME="$PROJECT_DIR/$OFFLINE_HOME_NAME"
+if [ ! -d "$OFFLINE_HOME" ]; then
+    echo -e "${RED}ERROR: _offline_gradle_home not found in archive${NC}"
+    exit 1
+fi
+
+export GRADLE_USER_HOME="$OFFLINE_HOME"
+echo -e "${CYAN}GRADLE_USER_HOME = $GRADLE_USER_HOME${NC}"
+
+# Check cache
+CACHES_DIR="$OFFLINE_HOME/caches"
+if [ -d "$CACHES_DIR" ]; then
+    CACHE_SIZE=$(du -sb "$CACHES_DIR" 2>/dev/null | cut -f1)
+    CACHE_SIZE_MB=$(echo "scale=2; $CACHE_SIZE / 1048576" | bc)
+    echo -e "${CYAN}[INFO] Cache size: ${CACHE_SIZE_MB} MB${NC}"
+else
+    echo -e "${YELLOW}[WARN] No cache folder found${NC}"
+fi
+echo ""
+
+# ============================================================================
+# [10/16] Verify settings.gradle
+# ============================================================================
+echo -e "${YELLOW}==[10/16] Verify settings.gradle ==${NC}"
+
+SETTINGS_FILE=""
+if [ -f "./settings.gradle" ]; then
+    SETTINGS_FILE="settings.gradle"
+elif [ -f "./settings.gradle.kts" ]; then
+    SETTINGS_FILE="settings.gradle.kts"
+fi
+
+if [ -n "$SETTINGS_FILE" ]; then
+    if grep -q "mavenLocal()" "$SETTINGS_FILE" && grep -q "pluginManagement" "$SETTINGS_FILE"; then
+        echo -e "${GREEN}[OK] settings.gradle configured for offline${NC}"
+    else
+        echo -e "${YELLOW}[WARN] settings.gradle may not be configured for offline${NC}"
+        echo -e "${GRAY}[INFO] Build may fail if plugins not cached${NC}"
+    fi
+fi
+echo ""
+
+# ============================================================================
+# [11/16] Test Gradle
+# ============================================================================
+echo -e "${YELLOW}==[11/16] Test Gradle ==${NC}"
+
+GRADLE_WORKS=false
+if ./gradlew --offline --version &>/dev/null; then
+    GRADLE_WORKS=true
+    echo -e "${GREEN}[OK] Gradle working in offline mode${NC}"
+else
+    echo -e "${YELLOW}[WARN] Gradle --version failed${NC}"
+fi
+echo ""
+
+# ============================================================================
+# [12/16] Stop Daemon
+# ============================================================================
+echo -e "${YELLOW}==[12/16] Stop Daemon ==${NC}"
+
+./gradlew --stop &>/dev/null || true
+sleep 2
+echo -e "${GREEN}[OK] Daemon stopped${NC}"
+echo ""
+
+# ============================================================================
+# [13/16] Run Offline Build
+# ============================================================================
+echo -e "${YELLOW}==[13/16] Run Offline Build ==${NC}"
+echo ""
+echo -e "${CYAN}============================================================${NC}"
+echo -e "${CYAN} Building with --offline flag${NC}"
+echo -e "${CYAN} All dependencies from local cache${NC}"
+echo -e "${CYAN}============================================================${NC}"
+echo ""
+
+BUILD_SUCCESS=false
+BUILD_TASK=""
+
+# Try bootJar
+echo -e "${GRAY}[TRY] --offline bootJar...${NC}"
+if ./gradlew --offline clean bootJar --no-daemon; then
+    BUILD_SUCCESS=true
+    BUILD_TASK="bootJar"
+fi
+
+# Try jar
+if [ "$BUILD_SUCCESS" = false ]; then
+    echo -e "${GRAY}[TRY] --offline jar...${NC}"
+    if ./gradlew --offline clean jar --no-daemon; then
+        BUILD_SUCCESS=true
+        BUILD_TASK="jar"
+    fi
+fi
+
+# Try build
+if [ "$BUILD_SUCCESS" = false ]; then
+    echo -e "${GRAY}[TRY] --offline build...${NC}"
+    if ./gradlew --offline build --no-daemon; then
+        BUILD_SUCCESS=true
+        BUILD_TASK="build"
+    fi
+fi
+
+echo ""
+if [ "$BUILD_SUCCESS" = true ]; then
+    echo -e "${GREEN}============================================================${NC}"
+    echo -e "${GREEN} BUILD SUCCESS! (task: $BUILD_TASK)${NC}"
+    echo -e "${GREEN}============================================================${NC}"
+else
+    echo -e "${RED}============================================================${NC}"
+    echo -e "${RED} BUILD FAILED!${NC}"
+    echo -e "${RED}============================================================${NC}"
+    echo ""
+    echo -e "${YELLOW}Possible causes:${NC}"
+    echo -e "${WHITE}  - Dependencies not in cache${NC}"
+    echo -e "${WHITE}  - Plugin resolution failed${NC}"
+    echo -e "${WHITE}  - Need complete build in online env first${NC}"
+    exit 1
+fi
+echo ""
+
+# ============================================================================
+# [14/16] Show Build Output
+# ============================================================================
+echo -e "${YELLOW}==[14/16] Build Output ==${NC}"
+
+LIBS_DIR="$PROJECT_DIR/build/libs"
+if [ -d "$LIBS_DIR" ]; then
+    echo -e "${CYAN}build/libs contents:${NC}"
+    ls -lh "$LIBS_DIR"/*.jar 2>/dev/null | awk '{printf "  %-40s %10s\n", $9, $5}'
+    
+    MAIN_JAR=$(find "$LIBS_DIR" -name "*.jar" -type f ! -name "*-plain.jar" ! -name "*-sources.jar" ! -name "*-javadoc.jar" 2>/dev/null | head -1)
+else
+    echo -e "${YELLOW}[WARN] build/libs not found${NC}"
+fi
+echo ""
+
+# ============================================================================
+# [15/16] Run Instructions
+# ============================================================================
+echo -e "${YELLOW}==[15/16] Run Instructions ==${NC}"
+echo ""
+
+if [ -n "$MAIN_JAR" ]; then
+    echo -e "${CYAN}To run the application:${NC}"
+    echo -e "${WHITE}  java -jar $(basename "$MAIN_JAR")${NC}"
+    echo ""
+fi
+
+echo -e "${CYAN}To rebuild:${NC}"
+echo -e "${WHITE}  export GRADLE_USER_HOME=\"./_offline_gradle_home\"${NC}"
+echo -e "${WHITE}  ./gradlew --offline bootJar --no-daemon${NC}"
+echo ""
+
+# ============================================================================
+# [16/16] Complete
+# ============================================================================
+echo -e "${GREEN}============================================================${NC}"
+echo -e "${GREEN} Offline Build Complete!${NC}"
+echo -e "${GREEN}============================================================${NC}"
+echo ""
+echo -e "${CYAN}Project: $PROJECT_DIR${NC}"
+echo ""
diff --git a/src/main/java/com/kamco/cd/kamcoback/Innopam/InnopamApiController.java b/src/main/java/com/kamco/cd/kamcoback/Innopam/InnopamApiController.java
index e266552e..cf4d49eb 100644
--- a/src/main/java/com/kamco/cd/kamcoback/Innopam/InnopamApiController.java
+++ b/src/main/java/com/kamco/cd/kamcoback/Innopam/InnopamApiController.java
@@ -1,13 +1,13 @@
 package com.kamco.cd.kamcoback.Innopam;
 
-import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto;
+import com.kamco.cd.kamcoback.Innopam.dto.ChngDetectMastDto;
+import com.kamco.cd.kamcoback.Innopam.dto.ChngDetectMastDto.ChnDetectMastReqDto;
+import com.kamco.cd.kamcoback.Innopam.dto.ChngDetectMastDto.ChngDetectMastSearchDto;
+import com.kamco.cd.kamcoback.Innopam.dto.ChngDetectMastDto.ResReturn;
 import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.Basic;
 import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.DetectMastReq;
-import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.DetectMastSearch;
-import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.FeaturePnuDto;
-import com.kamco.cd.kamcoback.Innopam.service.DetectMastService;
+import com.kamco.cd.kamcoback.Innopam.service.InnopamApiService;
 import io.swagger.v3.oas.annotations.Operation;
-import io.swagger.v3.oas.annotations.Parameter;
 import io.swagger.v3.oas.annotations.media.Content;
 import io.swagger.v3.oas.annotations.media.Schema;
 import io.swagger.v3.oas.annotations.responses.ApiResponse;
@@ -15,24 +15,21 @@ import io.swagger.v3.oas.annotations.responses.ApiResponses;
 import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import java.util.List;
-import java.util.UUID;
 import lombok.RequiredArgsConstructor;
 import org.springframework.web.bind.annotation.GetMapping;
-import org.springframework.web.bind.annotation.PathVariable;
 import org.springframework.web.bind.annotation.PostMapping;
-import org.springframework.web.bind.annotation.PutMapping;
 import org.springframework.web.bind.annotation.RequestBody;
 import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RequestParam;
 import org.springframework.web.bind.annotation.RestController;
 
-@Tag(name = "이노펨 mockup API", description = "이노펨 mockup API")
+@Tag(name = "이노펨 연동 API", description = "이노펨 연동 API")
 @RestController
 @RequiredArgsConstructor
-@RequestMapping("/api/kcd/cdi/detect")
+@RequestMapping("/api/innopam/")
 public class InnopamApiController {
 
-  private final DetectMastService detectMastService;
+  private final InnopamApiService innopamApiService;
 
   /** 탐지결과 등록 */
   @Operation(summary = "탐지결과 등록", description = "탐지결과 등록")
@@ -49,10 +46,10 @@ public class InnopamApiController {
         @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
       })
   @PostMapping("/mast/regist")
-  public DetectMastReq setChangeDetection(
-      @RequestBody @Valid DetectMastDto.DetectMastReq detectMast) {
-    detectMastService.saveDetectMast(detectMast);
-    return detectMast;
+  public ChngDetectMastDto.Basic regist(
+      @RequestBody @Valid ChngDetectMastDto.ChnDetectMastReqDto chnDetectMastReq) {
+    // innopamApiService.saveDetectMast(chnDetectMastReq);
+    return innopamApiService.regist(chnDetectMastReq);
   }
 
   @Operation(summary = "탐지결과 삭제", description = "탐지결과 삭제")
@@ -64,13 +61,14 @@ public class InnopamApiController {
             content =
                 @Content(
                     mediaType = "application/json",
-                    schema = @Schema(implementation = DetectMastReq.class))),
+                    schema = @Schema(implementation = ChnDetectMastReqDto.class))),
         @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
         @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
       })
   @PostMapping("/mast/remove")
-  public String deleteChangeDetection(@RequestBody DetectMastReq detectMast) {
-    return "OK";
+  public ResReturn remove(
+      @RequestBody @Valid ChngDetectMastDto.ChnDetectMastReqDto chnDetectMastReq) {
+    return innopamApiService.remove(chnDetectMastReq);
   }
 
   @Operation(summary = "탐지결과 등록목록 조회", description = "탐지결과 등록목록 조회")
@@ -87,104 +85,16 @@ public class InnopamApiController {
         @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
         @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
       })
-  public List<Basic> selectChangeDetectionList(
-      @RequestParam(required = false) String cprsBfYr,
-      @RequestParam(required = false) String cprsAdYr,
-      @RequestParam(required = false) Integer dtctSno) {
-    DetectMastSearch detectMastSearch = new DetectMastSearch();
-    detectMastSearch.setCprsAdYr(cprsAdYr);
-    detectMastSearch.setCprsBfYr(cprsBfYr);
-    detectMastSearch.setDtctSno(dtctSno);
-    return detectMastService.selectDetectMast(detectMastSearch);
-  }
-
-  @Operation(summary = "탐지결과 등록목록 상세 조회", description = "탐지결과 등록목록 상세 조회")
-  @ApiResponses(
-      value = {
-        @ApiResponse(
-            responseCode = "200",
-            description = "목록 성공",
-            content =
-                @Content(
-                    mediaType = "application/json",
-                    schema = @Schema(implementation = Basic.class))),
-        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
-        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
-      })
-  @GetMapping("/mast/list/{dtctMstId}")
-  public Basic selectChangeDetectionDetail(@PathVariable Long dtctMstId) {
-    return detectMastService.selectDetectMast(dtctMstId);
-  }
-
-  @Operation(summary = "탐지객체 랜덤 PNU 리스트 조회", description = "탐지객체 PNU 랜덤값을 생성해서 보여준다")
-  @ApiResponses(
-      value = {
-        @ApiResponse(
-            responseCode = "200",
-            description = "목록 성공",
-            content =
-                @Content(
-                    mediaType = "application/json",
-                    schema = @Schema(implementation = FeaturePnuDto.class))),
-        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
-        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
-      })
-  @GetMapping("/pnu/{cprsBfYr}/{cprsAfYr}/{dtctSno}")
-  public List<FeaturePnuDto> selectPnuList(
-      @PathVariable String cprsBfYr, @PathVariable String cprsAfYr, @PathVariable Integer dtctSno) {
-    DetectMastSearch detectMastSearch = new DetectMastSearch();
-    detectMastSearch.setCprsAdYr(cprsAfYr);
-    detectMastSearch.setCprsBfYr(cprsBfYr);
-    detectMastSearch.setDtctSno(dtctSno);
-    return detectMastService.findPnuData(detectMastSearch);
-  }
-
-  @Operation(summary = "탐지객체 랜덤 PNU 상세 조회", description = "탐지객체 PNU 랜덤값을 생성해서 보여준다")
-  @ApiResponses(
-      value = {
-        @ApiResponse(
-            responseCode = "200",
-            description = "목록 성공",
-            content =
-                @Content(
-                    mediaType = "application/json",
-                    schema = @Schema(implementation = FeaturePnuDto.class))),
-        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
-        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
-      })
-  @GetMapping("/pnu/{cprsBfYr}/{cprsAfYr}/{dtctSno}/{featureId}")
-  public FeaturePnuDto selectPnuDetail(
-      @Parameter(description = "이전년도", example = "2022") @PathVariable String cprsBfYr,
-      @Parameter(description = "기준년도", example = "2024") @PathVariable String cprsAfYr,
-      @Parameter(description = "회차", example = "4") @PathVariable Integer dtctSno,
-      @Parameter(description = "featureId", example = "000e161b-1955-4c89-ad87-0b3b4a91d00f")
-          @PathVariable
-          UUID featureId) {
-    return detectMastService.selectPnuDetail(featureId);
-  }
-
-  @Operation(
-      summary = "탐지객체 랜덤 PNU GEOM 업데이트(이노펨에 없는 API)",
-      description = "탐지객체 랜덤 PNU GEOM 업데이트(이노펨에 없는 API)")
-  @ApiResponses(
-      value = {
-        @ApiResponse(
-            responseCode = "201",
-            description = "pnu 업데이트 성공",
-            content =
-                @Content(
-                    mediaType = "application/json",
-                    schema = @Schema(implementation = Integer.class))),
-        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
-        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
-      })
-  @PutMapping("/pnu/{cprsBfYr}/{cprsAfYr}/{dtctSno}")
-  public Integer updatePnuList(
-      @PathVariable String cprsBfYr, @PathVariable String cprsAfYr, @PathVariable Integer dtctSno) {
-    DetectMastSearch detectMastSearch = new DetectMastSearch();
-    detectMastSearch.setCprsAdYr(cprsAfYr);
-    detectMastSearch.setCprsBfYr(cprsBfYr);
-    detectMastSearch.setDtctSno(dtctSno);
-    return detectMastService.updatePnuData(detectMastSearch);
+  public List<ChngDetectMastDto.Basic> selectChangeDetectionList(
+      @RequestParam(required = false) String chnDtctId,
+      @RequestParam(required = false) String cprsYr,
+      @RequestParam(required = false) String crtrYr,
+      @RequestParam(required = false) String chnDtctSno) {
+    ChngDetectMastSearchDto searchDto = new ChngDetectMastSearchDto();
+    searchDto.setChnDtctId(chnDtctId);
+    searchDto.setCprsYr(cprsYr);
+    searchDto.setCrtrYr(crtrYr);
+    searchDto.setChnDtctSno(chnDtctSno);
+    return innopamApiService.list(searchDto);
   }
 }
diff --git a/src/main/java/com/kamco/cd/kamcoback/Innopam/dto/ChngDetectMastDto.java b/src/main/java/com/kamco/cd/kamcoback/Innopam/dto/ChngDetectMastDto.java
new file mode 100644
index 00000000..27524c20
--- /dev/null
+++ b/src/main/java/com/kamco/cd/kamcoback/Innopam/dto/ChngDetectMastDto.java
@@ -0,0 +1,146 @@
+package com.kamco.cd.kamcoback.Innopam.dto;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import java.util.List;
+import lombok.AllArgsConstructor;
+import lombok.Getter;
+import lombok.NoArgsConstructor;
+import lombok.Setter;
+
+public class ChngDetectMastDto {
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class Basic {
+
+    private String chnDtctMstId; // 탐지마스터아이디
+    private String cprsYr; // 비교년도 2023
+    private String crtrYr; // 기준년도 2024
+    private String chnDtctSno; // 차수 (1 | 2 | ...)
+    private String chnDtctId; // 탐지아이디. UUID를 기반으로 '-'를 제거하고 대문자/숫자로 구성
+    private String chnDtctCnt; // 탐지객체개수
+    private String pnuMpngCnt; // PNU매핑개수
+    private String lrmYmd; // 지적도일자
+    private String pathNm; // 탐지결과 절대경로명 /kamco_nas/export/{chnDtctId}
+    private List<ChnDetectMastExcnStepDto> excnList; // 등록진행상태히스토리 (최근것부터 DESC)
+    private String excnStepCd; // 실행단계코드
+    private String excnStep; // 실행단계코드에 해당하는 영문명
+    private String excnPgrt; // 실행단계진행율
+    private String excnBngnDt; // 실행단계시작시간
+    private String excnEndDt; // 실행단계종료시간
+    private String rmk; // 비고
+    private String crtDt; // 생성일시
+    private String crtEpno; // 생성사원번호
+    private String crtIp; // 생성사원아이피
+    private String chgDt; // 변경일시
+    private String chgEpno; // 변경사원번호
+    private String chgIp; // 변경사원아이피
+    private String delYn; // 삭제여부
+    //
+    private String reqEpno; // 요청사원번호
+    private String reqIp; // 요청사원어이피
+  }
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class ChnDetectMastExcnStepDto {
+
+    private String srno; // 일련번호
+    private String chnDtctMstId; // 탐지마스터아이디
+    private String excnStepCd; // 실행단계코드
+    private String excnStep; // 실행단계코드에 해당하는 영문명
+    private String excnPgrt; // 실행단계진행율
+    private String excnEndDt; // 실행단계종료시간
+    private String errCd; // 오류코드
+    private String errMsg; // 오류메세지
+    private String crtDt; // 실행단계시작시간
+  }
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class ChnDetectMastReqDto {
+    private String cprsYr; // 비교년도 2023
+    private String crtrYr; // 기준년도 2024
+    private String chnDtctSno; // 차수 (1 | 2 | ...)
+    private String chnDtctId; // 탐지아이디. UUID를 기반으로 '-'를 제거하고 대문자/숫자로 구성
+    private String pathNm; // 탐지결과 절대경로명 /kamco_nas/export/{chnDtctId}
+    private String reqEpno; // 사원번호
+    private String reqIp; // 사원아이피
+  }
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class ChnDetectContDto {
+
+    private String chnDtctMstId; // 탐지콘텐츠아이디
+    private String chnDtctContId; // 탐지마스타아이디
+    private String cprsYr; // 비교년도 2023
+    private String crtrYr; // 기준년도 2024
+    private String chnDtctSno; // 차수 (1 | 2 | ...)
+    private String mpqdNo; // 도엽번호
+    private String chnDtctId; // 탐지아이디. UUID를 기반으로 '-'를 제거하고 대문자/숫자로 구성
+    private String chnDtctObjtId; // 탐지객체아이디. UUID를 기반으로 '-'를 제거하고 대문자/숫자로 구성
+    private String chnDtctPolygon; // 탐지객체폴리곤
+    private String chnDtctSqms; // 탐지객체면적
+    private String chnCd; // 변화코드
+    private String chnDtctJson; // 변화탐지JSON
+    private String chnDtctProb; // 변화탐지정확도
+    private String bfClsCd; // 이전부류코드
+    private String bfClsProb; // 이전분류정확도
+    private String afClsCd; // 이후분류코드
+    private String afClsProb; // 이후분류정확도
+    private String crtDt; // 생성일시
+    private String crtEpno; // 생성사원번호
+    private String crtIp; // 생성사원아이피
+    private String delYn; // 삭제여부
+    //
+    private String reqEpno; // 요청사원번호
+    private String reqIp; // 요청사원아이피
+  }
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class ChnDetectContReqDto {
+
+    private String cprsYr; // 비교년도 2023
+    private String crtrYr; // 기준년도 2024
+    private String chnDtctSno; // 차수 (1 | 2 | ...)
+    private String mpqdNo; // 도엽번호
+    private String chnDtctId; // 탐지아이디. UUID를 기반으로 '-'를 제거하고 대문자/숫자로 구성
+    private String chnDtctObjtId; // 탐지객체아이디. UUID를 기반으로 '-'를 제거하고 대문자/숫자로 구성
+    private String reqEpno; // 사원번호
+    private String reqIp;
+  }
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class ChngDetectMastSearchDto {
+    private String chnDtctId;
+    private String cprsYr;
+    private String crtrYr;
+    private String chnDtctSno;
+  }
+
+  @Schema(name = "ResReturn", description = "수행 후 리턴")
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class ResReturn {
+
+    private String flag;
+    private String message;
+  }
+}
diff --git a/src/main/java/com/kamco/cd/kamcoback/Innopam/service/InnopamApiService.java b/src/main/java/com/kamco/cd/kamcoback/Innopam/service/InnopamApiService.java
new file mode 100644
index 00000000..3b38ebc8
--- /dev/null
+++ b/src/main/java/com/kamco/cd/kamcoback/Innopam/service/InnopamApiService.java
@@ -0,0 +1,100 @@
+package com.kamco.cd.kamcoback.Innopam.service;
+
+import com.fasterxml.jackson.core.JsonFactory;
+import com.kamco.cd.kamcoback.Innopam.dto.ChngDetectMastDto;
+import com.kamco.cd.kamcoback.Innopam.dto.ChngDetectMastDto.ResReturn;
+import com.kamco.cd.kamcoback.Innopam.postgres.core.DetectMastCoreService;
+import com.kamco.cd.kamcoback.common.utils.NetUtils;
+import com.kamco.cd.kamcoback.common.utils.UserUtil;
+import com.kamco.cd.kamcoback.config.resttemplate.ExternalHttpClient;
+import com.kamco.cd.kamcoback.config.resttemplate.ExternalHttpClient.ExternalCallResult;
+import java.util.ArrayList;
+import java.util.List;
+import lombok.RequiredArgsConstructor;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.http.HttpMethod;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+@Service
+@Transactional(readOnly = true)
+@RequiredArgsConstructor
+public class InnopamApiService {
+
+  @Value("${spring.profiles.active:local}")
+  private String profile;
+
+  @Value("${innopam.url}")
+  private String innopamUrl;
+
+  @Value("${innopam.mast}")
+  private String innopamMastUrl;
+
+  private final DetectMastCoreService detectMastCoreService;
+
+  private final ExternalHttpClient externalHttpClient;
+  private final UserUtil userUtil = new UserUtil();
+  private final NetUtils netUtils = new NetUtils();
+
+  private final JsonFactory jsonFactory = new JsonFactory();
+
+  @Transactional
+  public ChngDetectMastDto.Basic regist(ChngDetectMastDto.ChnDetectMastReqDto chnDetectMastReq) {
+
+    ChngDetectMastDto.Basic basic = new ChngDetectMastDto.Basic();
+
+    String url = innopamMastUrl + "/regist";
+    // url = "http://localhost:8080/api/kcd/cdi/detect/mast/regist";
+
+    String myip = netUtils.getLocalIP();
+    chnDetectMastReq.setReqIp(myip);
+
+    System.out.println("url == " + url);
+    System.out.println("url == " + myip);
+
+    ExternalCallResult<String> result =
+        externalHttpClient.call(
+            url, HttpMethod.POST, chnDetectMastReq, netUtils.jsonHeaders(), String.class);
+
+    System.out.println("result == " + result);
+
+    return basic;
+  }
+
+  @Transactional
+  public ResReturn remove(ChngDetectMastDto.ChnDetectMastReqDto chnDetectMastReq) {
+    ChngDetectMastDto.Basic basic = new ChngDetectMastDto.Basic();
+
+    String url = innopamMastUrl + "/remove";
+    // url = "http://localhost:8080/api/kcd/cdi/detect/mast/remove";
+
+    String myip = netUtils.getLocalIP();
+    chnDetectMastReq.setReqIp(myip);
+
+    System.out.println("url == " + url);
+    System.out.println("url == " + myip);
+
+    ExternalCallResult<String> result =
+        externalHttpClient.call(
+            url, HttpMethod.POST, chnDetectMastReq, netUtils.jsonHeaders(), String.class);
+
+    System.out.println("result == " + result);
+
+    return new ResReturn("success", "탐지결과 삭제 되었습니다.");
+  }
+
+  @Transactional
+  public List<ChngDetectMastDto.Basic> list(ChngDetectMastDto.ChngDetectMastSearchDto searchDto) {
+    List<ChngDetectMastDto.Basic> masterList = new ArrayList<>();
+
+    String queryString = netUtils.dtoToQueryString(searchDto, null);
+    String url = innopamMastUrl + queryString;
+
+    ExternalCallResult<String> result =
+        externalHttpClient.call(url, HttpMethod.GET, null, netUtils.jsonHeaders(), String.class);
+
+    System.out.println("list result == " + result);
+
+    return masterList;
+  }
+}
diff --git a/src/main/java/com/kamco/cd/kamcoback/common/enums/ImageryFitStatus.java b/src/main/java/com/kamco/cd/kamcoback/common/enums/ImageryFitStatus.java
index c5f3aa20..ad7df5a3 100644
--- a/src/main/java/com/kamco/cd/kamcoback/common/enums/ImageryFitStatus.java
+++ b/src/main/java/com/kamco/cd/kamcoback/common/enums/ImageryFitStatus.java
@@ -2,6 +2,7 @@ package com.kamco.cd.kamcoback.common.enums;
 
 import com.kamco.cd.kamcoback.common.utils.enums.CodeExpose;
 import com.kamco.cd.kamcoback.common.utils.enums.EnumType;
+import java.util.Arrays;
 import lombok.AllArgsConstructor;
 import lombok.Getter;
 
@@ -23,4 +24,20 @@ public enum ImageryFitStatus implements EnumType {
   public String getText() {
     return desc;
   }
+
+  public static ImageryFitStatus fromCode(String code) {
+    if (code == null) {
+      return null;
+    }
+    String c = code.trim();
+    return Arrays.stream(values())
+        .filter(v -> v.name().equalsIgnoreCase(c))
+        .findFirst()
+        .orElse(null);
+  }
+
+  public static String getDescByCode(String code) {
+    ImageryFitStatus status = fromCode(code);
+    return status != null ? status.getDesc() : null;
+  }
 }
diff --git a/src/main/java/com/kamco/cd/kamcoback/common/utils/NetUtils.java b/src/main/java/com/kamco/cd/kamcoback/common/utils/NetUtils.java
new file mode 100644
index 00000000..ce74d280
--- /dev/null
+++ b/src/main/java/com/kamco/cd/kamcoback/common/utils/NetUtils.java
@@ -0,0 +1,64 @@
+package com.kamco.cd.kamcoback.common.utils;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import java.net.InetAddress;
+import java.net.URLEncoder;
+import java.net.UnknownHostException;
+import java.nio.charset.StandardCharsets;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+import org.springframework.http.HttpHeaders;
+import org.springframework.http.MediaType;
+
+public class NetUtils {
+
+  public String getLocalIP() {
+
+    String ip;
+    {
+      try {
+        InetAddress local = InetAddress.getLocalHost();
+        ip = local.getHostAddress();
+      } catch (UnknownHostException e) {
+        throw new RuntimeException(e);
+      }
+    }
+
+    return ip;
+  }
+
+  public String dtoToQueryString(Object dto, String queryString) {
+    ObjectMapper objectMapper = new ObjectMapper();
+
+    Map<String, Object> map = objectMapper.convertValue(dto, Map.class);
+
+    String qStr =
+        map.entrySet().stream()
+            .filter(entry -> entry.getValue() != null) // null 제외
+            .map(
+                entry ->
+                    String.format(
+                        "%s=%s",
+                        entry.getKey(),
+                        URLEncoder.encode(entry.getValue().toString(), StandardCharsets.UTF_8)))
+            .collect(Collectors.joining("&"));
+
+    if (queryString == null || queryString.isEmpty()) {
+      queryString = "?" + qStr;
+    } else {
+      queryString = queryString + "&" + qStr;
+    }
+
+    // 2. Map을 쿼리 스트링 문자열로 변환
+    return queryString;
+  }
+
+  public HttpHeaders jsonHeaders() {
+    HttpHeaders headers = new HttpHeaders();
+    headers.setContentType(MediaType.APPLICATION_JSON);
+    headers.setAccept(List.of(MediaType.APPLICATION_JSON));
+
+    return headers;
+  }
+}
diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/InferenceResultApiController.java b/src/main/java/com/kamco/cd/kamcoback/inference/InferenceResultApiController.java
index 2c977bef..9e2c9abc 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/InferenceResultApiController.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/InferenceResultApiController.java
@@ -168,9 +168,9 @@ public class InferenceResultApiController {
         @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
       })
   @DeleteMapping("/end")
-  public ApiResponseDto<Void> getInferenceGeomList() {
-    inferenceResultService.deleteInferenceEnd();
-    return ApiResponseDto.ok(null);
+  public ApiResponseDto<UUID> getInferenceGeomList() {
+    UUID uuid = inferenceResultService.deleteInferenceEnd();
+    return ApiResponseDto.ok(uuid);
   }
 
   @Operation(summary = "분석 모델 선택 조회", description = "변화탐지 실행 정보 입력 모델선택 팝업 ")
@@ -204,80 +204,6 @@ public class InferenceResultApiController {
     return ApiResponseDto.ok(result);
   }
 
-  //  @ApiResponses(
-  //    value = {
-  //      @ApiResponse(
-  //        responseCode = "200",
-  //        description = "검색 성공",
-  //        content =
-  //        @Content(
-  //          mediaType = "application/json",
-  //          schema = @Schema(implementation = InferenceDetailDto.AnalResSummary.class))),
-  //      @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content),
-  //      @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
-  //    })
-  //  @GetMapping("/summary/{id}")
-  //  public ApiResponseDto<InferenceDetailDto.AnalResSummary> getInferenceResultSummary(
-  //    @Parameter(description = "목록 id", example = "53") @PathVariable Long id) {
-  //    return ApiResponseDto.ok(inferenceResultService.getInferenceResultSummary(id));
-  //  }
-  //
-  //  @Operation(summary = "추론관리 분석결과 상세", description = "분석결과 상제 정보 Summary, DashBoard")
-  //  @ApiResponses(
-  //    value = {
-  //      @ApiResponse(
-  //        responseCode = "200",
-  //        description = "검색 성공",
-  //        content =
-  //        @Content(
-  //          mediaType = "application/json",
-  //          schema = @Schema(implementation = InferenceDetailDto.Detail.class))),
-  //      @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content),
-  //      @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
-  //    })
-  //  @GetMapping("/detail/{id}")
-  //  public ApiResponseDto<InferenceDetailDto.Detail> getInferenceDetail(
-  //    @Parameter(description = "목록 id", example = "53") @PathVariable Long id) {
-  //    return ApiResponseDto.ok(inferenceResultService.getDetail(id));
-  //  }
-  //
-  //  @Operation(summary = "추론관리 분석결과 상세 목록", description = "추론관리 분석결과 상세 목록 geojson 데이터 조회")
-  //  @ApiResponses(
-  //    value = {
-  //      @ApiResponse(
-  //        responseCode = "200",
-  //        description = "검색 성공",
-  //        content =
-  //        @Content(
-  //          mediaType = "application/json",
-  //          schema = @Schema(implementation = Page.class))),
-  //      @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content),
-  //      @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
-  //    })
-  //  @GetMapping("/geom/{id}")
-  //  public ApiResponseDto<Page<InferenceDetailDto.Geom>> getInferenceResultGeomList(
-  //    @Parameter(description = "분석결과 id", example = "53") @PathVariable Long id,
-  //    @Parameter(description = "기준년도 분류", example = "land") @RequestParam(required = false)
-  //    String targetClass,
-  //    @Parameter(description = "비교년도 분류", example = "waste") @RequestParam(required = false)
-  //    String compareClass,
-  //    @Parameter(description = "5000:1 도협번호 37801011,37801012") @RequestParam(required = false)
-  //    List<Long> mapSheetNum,
-  //    @Parameter(description = "페이지 번호 (0부터 시작)", example = "0") @RequestParam(defaultValue = "0")
-  //    int page,
-  //    @Parameter(description = "페이지 크기", example = "20") @RequestParam(defaultValue = "20")
-  //    int size,
-  //    @Parameter(description = "정렬 조건 (형식: 필드명,방향)", example = "name,asc")
-  //    @RequestParam(required = false)
-  //    String sort) {
-  //    InferenceDetailDto.SearchGeoReq searchGeoReq =
-  //      new InferenceDetailDto.SearchGeoReq(
-  //        targetClass, compareClass, mapSheetNum, page, size, sort);
-  //    Page<InferenceDetailDto.Geom> geomList =
-  //      inferenceResultService.getInferenceResultGeomList(id, searchGeoReq);
-  //    return ApiResponseDto.ok(geomList);
-  //  }
-
   @Operation(summary = "추론관리 추론진행 서버 현황", description = "추론관리 추론진행 서버 현황")
   @ApiResponses(
       value = {
diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/InferenceResultShpApiController.java b/src/main/java/com/kamco/cd/kamcoback/inference/InferenceResultShpApiController.java
index d5b4cfbb..c4fa7307 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/InferenceResultShpApiController.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/InferenceResultShpApiController.java
@@ -2,6 +2,7 @@ package com.kamco.cd.kamcoback.inference;
 
 import com.kamco.cd.kamcoback.config.api.ApiResponseDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultShpDto;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultShpDto.CreateShpRequest;
 import com.kamco.cd.kamcoback.inference.service.InferenceResultShpService;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.media.Content;
@@ -12,8 +13,8 @@ import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.web.bind.annotation.PathVariable;
 import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
 import org.springframework.web.bind.annotation.RequestMapping;
-import org.springframework.web.bind.annotation.RequestParam;
 import org.springframework.web.bind.annotation.RestController;
 
 @Tag(name = "추론결과 데이터 생성", description = "추론결과 데이터 생성 API")
@@ -47,11 +48,8 @@ public class InferenceResultShpApiController {
   @Operation(summary = "추론결과 shp 생성", description = "추론결과 shp 생성")
   @PostMapping("/shp/{uid}")
   public ApiResponseDto<Void> createShp(
-      @PathVariable String uid,
-      @RequestParam Long m1BatchId,
-      @RequestParam Long m2BatchId,
-      @RequestParam Long m3BatchId) {
-    inferenceResultShpService.createShp(uid, m1BatchId, m2BatchId, m3BatchId);
+      @PathVariable String uid, @RequestBody CreateShpRequest req) {
+    inferenceResultShpService.createShp(uid, req);
     return ApiResponseDto.createOK(null);
   }
 }
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 4f4f4413..51dbeb03 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
@@ -2,7 +2,9 @@ package com.kamco.cd.kamcoback.inference.dto;
 
 import com.fasterxml.jackson.annotation.JsonIgnore;
 import com.fasterxml.jackson.annotation.JsonInclude;
+import com.fasterxml.jackson.annotation.JsonProperty;
 import com.kamco.cd.kamcoback.common.enums.DetectionClassification;
+import com.kamco.cd.kamcoback.common.enums.ImageryFitStatus;
 import com.kamco.cd.kamcoback.common.utils.interfaces.JsonFormatDttm;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.DetectOption;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.MapSheetScope;
@@ -306,7 +308,17 @@ public class InferenceDetailDto {
     String mapSheetName;
     String subUid;
     String pnu;
-    String passYn;
+    String fitState;
+
+    @JsonProperty("fitState")
+    public String getFitState() {
+      return this.fitState == null ? null : this.fitState;
+    }
+
+    @JsonProperty("fitStateName")
+    public String fitStateName() {
+      return ImageryFitStatus.getDescByCode(this.fitState);
+    }
 
     //    @JsonIgnore String gemoStr;
     //    @JsonIgnore String geomCenterStr;
@@ -327,7 +339,7 @@ public class InferenceDetailDto {
         String mapSheetName,
         String subUid,
         String pnu,
-        String passYn) {
+        String fitState) {
       this.uuid = uuid;
       this.uid = uid;
       this.compareYyyy = compareYyyy;
@@ -343,7 +355,7 @@ public class InferenceDetailDto {
       this.mapSheetName = mapSheetName;
       this.subUid = subUid;
       this.pnu = pnu;
-      this.passYn = passYn;
+      this.fitState = fitState;
     }
   }
 
diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceResultDto.java b/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceResultDto.java
index 00818101..657c5132 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceResultDto.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceResultDto.java
@@ -538,20 +538,24 @@ public class InferenceResultDto {
 
     public String getServerStatus() {
       String enumId = "SAFETY";
+      if (this.cpu_user + this.cpu_system + this.gpuUtil + this.kbmemused == 0) enumId = "FAILUR";
       // if( this.cpu_user+this.cpu_system >= 80 )enumId = "CAUTION";
       return enumId;
     }
 
     public String getServerStatusName() {
-      // String enumId = "SAFETY";
-      // if( this.cpu_user+this.cpu_system >= 80 )enumId = "CAUTION";
-      return ServerStatus.SAFETY.getText();
+      String enumStr = ServerStatus.SAFETY.getText();
+      if (this.cpu_user + this.cpu_system + this.gpuUtil + this.kbmemused == 0)
+        enumStr = ServerStatus.FAILUR.getText();
+      return enumStr;
     }
 
     public String getCpuStatus() {
       String enumId = "SAFETY";
       if (this.cpu_user + this.cpu_system >= 80) {
         enumId = "CAUTION";
+      } else if (this.cpu_user + this.cpu_system + this.memused == 0) {
+        enumId = "FAILUR";
       }
       return enumId;
     }
@@ -560,6 +564,8 @@ public class InferenceResultDto {
       String enumId = "SAFETY";
       if (this.gpuUtil >= 80) {
         enumId = "CAUTION";
+      } else if (this.cpu_user + this.cpu_system == 0) {
+        enumId = "FAILUR";
       }
       return enumId;
     }
@@ -568,6 +574,8 @@ public class InferenceResultDto {
       String enumId = "SAFETY";
       if (this.memused >= 80) {
         enumId = "CAUTION";
+      } else if (this.cpu_user + this.cpu_system + this.memused == 0) {
+        enumId = "FAILUR";
       }
       return enumId;
     }
@@ -575,6 +583,8 @@ public class InferenceResultDto {
     public String getCpuStatusName() {
       if (this.cpu_user + this.cpu_system >= 80) {
         return ServerStatus.CAUTION.getText();
+      } else if (this.cpu_user + this.cpu_system + this.memused == 0) {
+        return ServerStatus.FAILUR.getText();
       }
       return ServerStatus.SAFETY.getText();
     }
@@ -582,6 +592,8 @@ public class InferenceResultDto {
     public String getGpuStatusName() {
       if (this.gpuUtil >= 80) {
         return ServerStatus.CAUTION.getText();
+      } else if (this.cpu_user + this.cpu_system + this.memused == 0) {
+        return ServerStatus.FAILUR.getText();
       }
       return ServerStatus.SAFETY.getText();
     }
@@ -589,6 +601,8 @@ public class InferenceResultDto {
     public String getMemStatusName() {
       if (this.memused >= 80) {
         return ServerStatus.CAUTION.getText();
+      } else if (this.cpu_user + this.cpu_system + this.memused == 0) {
+        return ServerStatus.FAILUR.getText();
       }
       return ServerStatus.SAFETY.getText();
     }
diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceResultShpDto.java b/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceResultShpDto.java
index 566699dc..20e0ac05 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceResultShpDto.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceResultShpDto.java
@@ -102,4 +102,12 @@ public class InferenceResultShpDto {
     @Schema(description = "geojson 파일 생성 수 (덮어쓰기 포함)", example = "120")
     private int geojson;
   }
+
+  @Getter
+  public static class CreateShpRequest {
+
+    private Long m1BatchId;
+    private Long m2BatchId;
+    private Long m3BatchId;
+  }
 }
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 d6bef76f..49709195 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
@@ -41,6 +41,7 @@ import jakarta.validation.constraints.NotNull;
 import java.nio.file.Path;
 import java.time.ZonedDateTime;
 import java.util.ArrayList;
+import java.util.Comparator;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
@@ -514,7 +515,52 @@ public class InferenceResultService {
   }
 
   public List<InferenceServerStatusDto> getInferenceServerStatusList() {
-    return inferenceResultCoreService.getInferenceServerStatusList();
+
+    List<InferenceServerStatusDto> dtoList =
+        inferenceResultCoreService.getInferenceServerStatusList();
+    int size = dtoList.size();
+
+    System.out.println("size =" + size);
+
+    if (size == 0) {
+      for (int k = 1; k <= 4; k++) {
+        InferenceServerStatusDto dto = new InferenceServerStatusDto();
+        dto.setServerName("server0" + k);
+        dto.setCpu_user(0);
+        dto.setCpu_system(0);
+        dto.setMemused(0);
+        dto.setKbmemused(0L);
+        dto.setGpuUtil(0);
+
+        dtoList.add(dto);
+      }
+    } else {
+      for (int k = 1; k <= 4; k++) {
+        String srvNm = "server" + k;
+        String srvNmChk = "N";
+        for (InferenceServerStatusDto dto : dtoList) {
+          if (srvNm.equals(dto.getServerName())) {
+            srvNmChk = "Y";
+            break;
+          }
+        }
+
+        if (srvNmChk.equals("N")) {
+          InferenceServerStatusDto dto = new InferenceServerStatusDto();
+          dto.setServerName(srvNm);
+          dto.setCpu_user(0);
+          dto.setCpu_system(0);
+          dto.setMemused(0);
+          dto.setKbmemused(0L);
+          dto.setGpuUtil(0);
+          dtoList.add(dto);
+        }
+      }
+    }
+
+    dtoList.sort(Comparator.comparing(InferenceServerStatusDto::getServerName));
+
+    return dtoList;
   }
 
   /**
@@ -542,7 +588,7 @@ public class InferenceResultService {
 
   /** 추론 종료 */
   @Transactional
-  public void deleteInferenceEnd() {
+  public UUID deleteInferenceEnd() {
     SaveInferenceAiDto dto = inferenceResultCoreService.getProcessing();
     if (dto == null) {
       throw new CustomApiException("NOT_FOUND", HttpStatus.NOT_FOUND);
@@ -571,6 +617,7 @@ public class InferenceResultService {
     // upsertGeomData
     Long learnId = inferenceResultCoreService.getInferenceLearnIdByUuid(dto.getUuid());
     inferenceResultCoreService.upsertGeomData(learnId);
+    return dto.getUuid();
   }
 
   /**
diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultShpService.java b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultShpService.java
index db8c4b78..d6a2a1c7 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultShpService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultShpService.java
@@ -1,6 +1,7 @@
 package com.kamco.cd.kamcoback.inference.service;
 
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultShpDto;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultShpDto.CreateShpRequest;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultsTestingDto;
 import com.kamco.cd.kamcoback.postgres.core.InferenceResultCoreService;
 import com.kamco.cd.kamcoback.postgres.core.InferenceResultShpCoreService;
@@ -36,11 +37,17 @@ public class InferenceResultShpService {
     return coreService.buildInferenceData(id);
   }
 
-  public void createShp(String uid, Long m1BatchId, Long m2BatchId, Long m3BatchId) {
+  /**
+   * shp 파일 수동생성
+   *
+   * @param uid
+   * @param req
+   */
+  public void createShp(String uid, CreateShpRequest req) {
     List<Long> batchIds = new ArrayList<>();
-    batchIds.add(m1BatchId);
-    batchIds.add(m2BatchId);
-    batchIds.add(m3BatchId);
+    batchIds.add(req.getM1BatchId());
+    batchIds.add(req.getM2BatchId());
+    batchIds.add(req.getM3BatchId());
 
     List<InferenceResultsTestingDto.ShpDto> resultList =
         inferenceResultCoreService.getInferenceResults(batchIds);
@@ -58,7 +65,7 @@ public class InferenceResultShpService {
     }
     inferenceId = uid;
     String mapIds = sb.toString();
-    String batchId = m1BatchId + "," + m2BatchId + "," + m3BatchId;
+    String batchId = req.getM1BatchId() + "," + req.getM2BatchId() + "," + req.getM3BatchId();
 
     // shp 파일 비동기 생성
     shpPipelineService.runPipeline(jarPath, datasetDir, batchId, inferenceId, mapIds);
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 c08fee12..203028b8 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
@@ -90,7 +90,6 @@ public class MapSheetAnalDataInferenceGeomEntity {
   private Long pnu;
 
   @Size(max = 20)
-  @ColumnDefault("'0'")
   @Column(name = "fit_state", length = 20)
   private String fitState;
 
@@ -150,12 +149,6 @@ public class MapSheetAnalDataInferenceGeomEntity {
   @Column(name = "file_created_dttm")
   private ZonedDateTime fileCreatedDttm;
 
-  @Column(name = "pass_yn")
-  private String passYn;
-
-  @Column(name = "pass_yn_dttm")
-  private ZonedDateTime passYnDttm;
-
   @Column(name = "result_uid")
   private String resultUid;
 
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 0c332003..07e78bbc 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
@@ -121,6 +121,8 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
         queryFactory
             .select(systemMetricEntity.timestamp.max())
             .from(systemMetricEntity)
+            .where(systemMetricEntity.timestamp.goe(OffsetDateTime.now().minusMinutes(5)))
+            // .where(systemMetricEntity.timestamp.goe(OffsetDateTime.now().minusSeconds(30)))
             .groupBy(systemMetricEntity.serverName)
             .fetch();
 
@@ -128,6 +130,8 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
         queryFactory
             .select(gpuMetricEntity.timestamp.max())
             .from(gpuMetricEntity)
+            .where(gpuMetricEntity.timestamp.goe(OffsetDateTime.now().minusMinutes(5)))
+            // .where(gpuMetricEntity.timestamp.goe(OffsetDateTime.now().minusSeconds(30)))
             .groupBy(gpuMetricEntity.serverName)
             .fetch();
 
@@ -442,7 +446,7 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
                         "substring({0} from 1 for 8)",
                         mapSheetAnalDataInferenceGeomEntity.resultUid),
                     pnu,
-                    Expressions.nullExpression(String.class)))
+                    mapSheetAnalDataInferenceGeomEntity.fitState))
             .from(mapSheetAnalInferenceEntity)
             .join(mapSheetAnalDataInferenceEntity)
             .on(mapSheetAnalDataInferenceEntity.analUid.eq(mapSheetAnalInferenceEntity.id))
diff --git a/src/main/resources/application-dev.yml b/src/main/resources/application-dev.yml
index a265ea9d..436f2802 100644
--- a/src/main/resources/application-dev.yml
+++ b/src/main/resources/application-dev.yml
@@ -106,3 +106,8 @@ inference:
   batch-url: http://10.100.0.11:8000/batches
   geojson-dir: /kamco-nfs/requests/
   jar-path: /kamco-nfs/dataset/shp_exporter-1.0.0.jar
+
+innopam:
+  #url:  http://localhost:8080
+  url:  http://192.168.2.129:5301
+  mast : ${innopam.url}/api/kcd/cdi/chn/mast
diff --git a/src/main/resources/application-prod.yml b/src/main/resources/application-prod.yml
index d3eafec4..eacb76ad 100644
--- a/src/main/resources/application-prod.yml
+++ b/src/main/resources/application-prod.yml
@@ -63,3 +63,7 @@ inference:
   geojson-dir: /kamco-nfs/requests/
   jar-path: /kamco-nfs/dataset/shp_exporter-1.0.0.jar
 
+innopam:
+  #url:  http://localhost:8080
+  url: http://192.168.2.129:5301
+  mast: ${innopam.url}/api/kcd/cdi/chn/mast