diff --git a/tianai-captcha/src/main/java/cloud/tianai/captcha/application/DefaultImageCaptchaApplication.java b/tianai-captcha/src/main/java/cloud/tianai/captcha/application/DefaultImageCaptchaApplication.java
index a9947c5..41b8fd8 100644
--- a/tianai-captcha/src/main/java/cloud/tianai/captcha/application/DefaultImageCaptchaApplication.java
+++ b/tianai-captcha/src/main/java/cloud/tianai/captcha/application/DefaultImageCaptchaApplication.java
@@ -2,6 +2,7 @@ package cloud.tianai.captcha.application;
 
 import cloud.tianai.captcha.application.vo.ImageCaptchaVO;
 import cloud.tianai.captcha.cache.CacheStore;
+import cloud.tianai.captcha.cache.StoreCacheKeyPrefix;
 import cloud.tianai.captcha.common.AnyMap;
 import cloud.tianai.captcha.common.constant.CaptchaTypeConstant;
 import cloud.tianai.captcha.common.exception.ImageCaptchaException;
@@ -41,6 +42,8 @@ public class DefaultImageCaptchaApplication implements ImageCaptchaApplication {
     private CacheStore cacheStore;
     /** 验证码配置属性. */
     private final ImageCaptchaProperties prop;
+    /** 缓存key 前缀处理器. */
+    private StoreCacheKeyPrefix storeCacheKeyPrefix;
     /** 默认的过期时间. */
     private long defaultExpire = 20000L;
 
@@ -50,9 +53,10 @@ public class DefaultImageCaptchaApplication implements ImageCaptchaApplication {
                                           ImageCaptchaValidator imageCaptchaValidator,
                                           CacheStore cacheStore,
                                           ImageCaptchaProperties prop,
-                                          CaptchaInterceptor captchaInterceptor) {
+                                          CaptchaInterceptor captchaInterceptor,
+                                          StoreCacheKeyPrefix storeCacheKeyPrefix) {
         this.prop = prop;
-
+        this.storeCacheKeyPrefix = null != storeCacheKeyPrefix? storeCacheKeyPrefix: StoreCacheKeyPrefix.prefixed(prop.getPrefix());
         setImageCaptchaValidator(imageCaptchaValidator);
         setCacheStore(cacheStore);
         // 默认过期时间
@@ -235,7 +239,8 @@ public class DefaultImageCaptchaApplication implements ImageCaptchaApplication {
     }
 
     protected String getKey(String id) {
-        return prop.getPrefix().concat(":").concat(id);
+        // 改为通过接口扩展
+        return storeCacheKeyPrefix.compute(id);
     }
 
     @Override
diff --git a/tianai-captcha/src/main/java/cloud/tianai/captcha/application/TACBuilder.java b/tianai-captcha/src/main/java/cloud/tianai/captcha/application/TACBuilder.java
index 122d3f4..9f831f4 100644
--- a/tianai-captcha/src/main/java/cloud/tianai/captcha/application/TACBuilder.java
+++ b/tianai-captcha/src/main/java/cloud/tianai/captcha/application/TACBuilder.java
@@ -1,6 +1,7 @@
 package cloud.tianai.captcha.application;
 
 import cloud.tianai.captcha.cache.CacheStore;
+import cloud.tianai.captcha.cache.StoreCacheKeyPrefix;
 import cloud.tianai.captcha.cache.impl.LocalCacheStore;
 import cloud.tianai.captcha.generator.ImageCaptchaGenerator;
 import cloud.tianai.captcha.generator.ImageTransform;
@@ -29,6 +30,7 @@ public class TACBuilder {
     private ImageCaptchaProperties prop = new ImageCaptchaProperties();
     private ResourceStore resourceStore;
     private ImageTransform imageTransform;
+    private StoreCacheKeyPrefix cacheKeyPrefix;
 //    private List<FontWrapper> fontWrappers = new ArrayList<>();
 
     public static TACBuilder builder() {
@@ -75,6 +77,10 @@ public class TACBuilder {
         return this;
     }
 
+    public TACBuilder setCacheKeyPrefix(StoreCacheKeyPrefix cacheKeyPrefix) {
+        this.cacheKeyPrefix = cacheKeyPrefix;
+        return this;
+    }
     public TACBuilder addFont(Resource resource) {
         this.addResource(FontCache.FONT_TYPE, resource);
         return this;
@@ -148,7 +154,8 @@ public class TACBuilder {
         if (interceptor == null) {
             interceptor = EmptyCaptchaInterceptor.INSTANCE;
         }
-        DefaultImageCaptchaApplication application = new DefaultImageCaptchaApplication(generator, validator, cacheStore, prop, interceptor);
+        // 增加前缀处理接口
+        DefaultImageCaptchaApplication application = new DefaultImageCaptchaApplication(generator, validator, cacheStore, prop, interceptor, cacheKeyPrefix);
         return application;
     }
 }
diff --git a/tianai-captcha/src/main/java/cloud/tianai/captcha/cache/StoreCacheKeyPrefix.java b/tianai-captcha/src/main/java/cloud/tianai/captcha/cache/StoreCacheKeyPrefix.java
new file mode 100644
index 0000000..90f8e60
--- /dev/null
+++ b/tianai-captcha/src/main/java/cloud/tianai/captcha/cache/StoreCacheKeyPrefix.java
@@ -0,0 +1,26 @@
+package cloud.tianai.captcha.cache;
+
+
+/**
+ * 验证码缓存Key前缀处理
+ *
+ * @author Alay
+ * @since 2025-11-11 13:44
+ */
+public interface StoreCacheKeyPrefix {
+    /**
+     * 缓存Key 计算处理
+     *
+     * @param captchaId 原始验证码Id
+     * @return 处理后的验证码缓存Key
+     */
+    String compute(String captchaId);
+
+    static StoreCacheKeyPrefix prefixed(String prefix) {
+        if (prefix == null || prefix.isEmpty()) {
+            throw new IllegalArgumentException("prefix must not be null or empty");
+        }
+        return captchaId -> prefix.concat(":").concat(captchaId);
+    }
+
+}