diff --git a/Dockerfile b/Dockerfile
index 398d6cb..58ac1af 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -31,6 +31,8 @@ RUN apt update && apt upgrade -y && apt install -y python3 python3-pip && \
 # 작업 디렉토리 설정
 WORKDIR /app
 
+COPY ai /app/ai
+
 # 빌드 이미지에서 생성된 JAR 파일을 런타임 이미지로 복사
 COPY --from=build /app/build/libs/*.jar /app/ohlottery.jar
 
diff --git a/src/main/resources/ai/lottery_prediction.py b/ai/lottery_prediction.py
similarity index 100%
rename from src/main/resources/ai/lottery_prediction.py
rename to ai/lottery_prediction.py
diff --git a/src/main/resources/ai/lottery_probability_predictor.py b/ai/lottery_probability_predictor.py
similarity index 100%
rename from src/main/resources/ai/lottery_probability_predictor.py
rename to ai/lottery_probability_predictor.py
diff --git a/src/main/resources/ai/oh-lottery_main.csv b/ai/oh-lottery_main.csv
similarity index 100%
rename from src/main/resources/ai/oh-lottery_main.csv
rename to ai/oh-lottery_main.csv
diff --git a/src/main/java/com/ohlottery/service/LotteryAINumberService.java b/src/main/java/com/ohlottery/service/LotteryAINumberService.java
index efe8c5c..ce31008 100644
--- a/src/main/java/com/ohlottery/service/LotteryAINumberService.java
+++ b/src/main/java/com/ohlottery/service/LotteryAINumberService.java
@@ -6,19 +6,15 @@
 
 import java.io.BufferedReader;
 import java.io.InputStreamReader;
-import java.net.URL;
 
 @Service
 public class LotteryAINumberService {
 
-    private final URL scriptURL
-            = getClass().getClassLoader().getResource("ai/lottery_probability_predictor.py");
-
     public JsonNode getAINumberResults() {
         JsonNode aiNumberResults = null;
 
         try {
-            ProcessBuilder processBuilder = new ProcessBuilder("python3", scriptURL.getPath());
+            ProcessBuilder processBuilder = new ProcessBuilder("python3", "/app/ai/lottery_probability_predictor.py");
             Process process = processBuilder.start();
 
             BufferedReader reader = new BufferedReader(new InputStreamReader(process.getInputStream()));
diff --git a/src/main/java/com/ohlottery/service/LotteryAIPriceService.java b/src/main/java/com/ohlottery/service/LotteryAIPriceService.java
index decf047..edd9a36 100644
--- a/src/main/java/com/ohlottery/service/LotteryAIPriceService.java
+++ b/src/main/java/com/ohlottery/service/LotteryAIPriceService.java
@@ -5,19 +5,15 @@
 
 import java.io.BufferedReader;
 import java.io.InputStreamReader;
-import java.net.URL;
 
 @Service
 @RequiredArgsConstructor
 public class LotteryAIPriceService {
 
-    private final URL scriptURL
-            = getClass().getClassLoader().getResource("ai/lottery_prediction.py");
-
     public String executePythonPredictionScript() {
         try {
             // Python 스크립트 실행
-            ProcessBuilder processBuilder = new ProcessBuilder("python3", scriptURL.getPath());
+            ProcessBuilder processBuilder = new ProcessBuilder("python3", "/app/ai/lottery_prediction.py");
             processBuilder.redirectErrorStream(true);
             Process process = processBuilder.start();
 
@@ -31,7 +27,7 @@ public String executePythonPredictionScript() {
 
             int exitCode = process.waitFor();
             if (exitCode != 0) {
-                throw new RuntimeException("Python 스크립트 실행 실패. Exit code: " + exitCode);
+                throw new RuntimeException("Python 스크립트 실행 실패. Exit code(" + exitCode + "), " + output);
             }
 
             return output.toString();