diff --git a/common/src/main/java/org/opensearch/sql/common/patterns/BrainLogParser.java b/common/src/main/java/org/opensearch/sql/common/patterns/BrainLogParser.java
index 6145e005b7d..d26a9b083df 100644
--- a/common/src/main/java/org/opensearch/sql/common/patterns/BrainLogParser.java
+++ b/common/src/main/java/org/opensearch/sql/common/patterns/BrainLogParser.java
@@ -39,6 +39,11 @@ public class BrainLogParser {
             "(\\d{4}-\\d{2}-\\d{2})[T"
                 + " ]?(\\d{2}:\\d{2}:\\d{2})(\\.\\d{3})?(Z|([+-]\\d{2}:?\\d{2}))?"),
         "<*DATETIME*>");
+    // UUID
+    DEFAULT_FILTER_PATTERN_VARIABLE_MAP.put(
+        Pattern.compile(
+            "\\b[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}\\b"),
+        "<*UUID*>");
     // Hex Decimal, letters followed by digits, float numbers
     DEFAULT_FILTER_PATTERN_VARIABLE_MAP.put(
         Pattern.compile(
diff --git a/common/src/test/java/org/opensearch/sql/common/patterns/BrainLogParserTest.java b/common/src/test/java/org/opensearch/sql/common/patterns/BrainLogParserTest.java
index 77251cdbc64..055e42f5298 100644
--- a/common/src/test/java/org/opensearch/sql/common/patterns/BrainLogParserTest.java
+++ b/common/src/test/java/org/opensearch/sql/common/patterns/BrainLogParserTest.java
@@ -104,6 +104,22 @@ public void testPreprocess() {
     assertEquals(expectedResult, result);
   }
 
+  @Test
+  public void testPreprocessWithUUID() {
+    String logMessage = "127.0.0.1 - 1234 something, user_id:c78ac970-f0c3-4954-8cf8-352a8458d01c";
+    String logId = "log1";
+    List<String> expectedResult =
+        Arrays.asList("<*IP*>", "-", "<*>", "something", "user_id:<*UUID*>", "log1");
+    List<String> result = parser.preprocess(logMessage, logId);
+    assertEquals(expectedResult, result);
+    // Test with different delimiter
+    logMessage = "127.0.0.1=1234 something, user_id:c78ac970-f0c3-4954-8cf8-352a8458d01c";
+    logId = "log2";
+    expectedResult = Arrays.asList("<*IP*>=<*>", "something", "user_id:<*UUID*>", "log2");
+    result = parser.preprocess(logMessage, logId);
+    assertEquals(expectedResult, result);
+  }
+
   @Test
   public void testPreprocessWithIllegalInput() {
     String logMessage = "127.0.0.1 - 1234 something";
diff --git a/integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalcitePPLPatternsIT.java b/integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalcitePPLPatternsIT.java
index ad8b824cbbe..dcb2684d537 100644
--- a/integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalcitePPLPatternsIT.java
+++ b/integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalcitePPLPatternsIT.java
@@ -281,4 +281,21 @@ public void testBrainAggregationModeWithGroupByClause() throws IOException {
             ImmutableMap.of(
                 "<token1>", ImmutableList.of("6996194389878584395", "-1547954353065580372"))));
   }
+
+  @Test
+  public void testBrainParseWithUUID() throws IOException {
+    JSONObject result =
+        executeQuery(
+            String.format(
+                "source=%s | eval body = '[PlaceOrder] user_id=d664d7be-77d8-11f0-8880-0242f00b101d"
+                    + " user_currency=USD' | head 1 | patterns body method=BRAIN mode=label |"
+                    + " fields patterns_field, tokens",
+                Index.WEBLOG.getName()));
+    verifySchema(result, schema("patterns_field", "string"), schema("tokens", "struct"));
+    verifyDataRows(
+        result,
+        rows(
+            "[PlaceOrder] user_id=<token1> user_currency=USD",
+            ImmutableMap.of("<token1>", ImmutableList.of("d664d7be-77d8-11f0-8880-0242f00b101d"))));
+  }
 }