diff --git a/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamManager.java b/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamManager.java
index c1043e07b176f..a94dd8cd9caed 100644
--- a/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamManager.java
+++ b/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamManager.java
@@ -47,4 +47,12 @@ public interface StreamManager extends AutoCloseable {
      * @throws IllegalStateException if the stream has been cancelled or closed
      */
     StreamReader getStreamReader(StreamTicket ticket);
+
+    /**
+     * Gets the StreamTicketFactory instance associated with this StreamManager.
+     * By default, returns the singleton instance of StreamTicketFactory.
+     *
+     * @return the StreamTicketFactory instance
+     */
+    StreamTicketFactory getStreamTicketFactory();
 }
diff --git a/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamProducer.java b/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamProducer.java
index 6dd443a2595cb..c5cd6f16adfdd 100644
--- a/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamProducer.java
+++ b/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamProducer.java
@@ -102,17 +102,13 @@ public interface StreamProducer extends Closeable {
      *
      * @return Estimated number of rows, or -1 if unknown
      */
-    default int estimatedRowCount() {
-        return -1;
-    }
+    int estimatedRowCount();
 
     /**
      * Task action name
      * @return action name
      */
-    default String getAction() {
-        return "";
-    }
+    String getAction();
 
     /**
      * BatchedJob interface for producing stream data in batches.
diff --git a/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamTicket.java b/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamTicket.java
index fe463ffdc4e3d..6d823f5773b1e 100644
--- a/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamTicket.java
+++ b/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamTicket.java
@@ -37,15 +37,4 @@ public interface StreamTicket {
      * @return Base64 encoded byte array containing the ticket information
      */
     byte[] toBytes();
-
-    /**
-     * Creates a StreamTicket from its serialized byte representation.
-     *
-     * @param bytes Base64 encoded byte array containing ticket information
-     * @return a new StreamTicket instance
-     * @throws IllegalArgumentException if the input is invalid
-     */
-    static StreamTicket fromBytes(byte[] bytes) {
-        throw new UnsupportedOperationException("Implementation must be provided by concrete class");
-    }
 }
diff --git a/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamTicketFactory.java b/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamTicketFactory.java
new file mode 100644
index 0000000000000..d587136c711e6
--- /dev/null
+++ b/libs/arrow-spi/src/main/java/org/opensearch/arrow/spi/StreamTicketFactory.java
@@ -0,0 +1,35 @@
+/*
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * The OpenSearch Contributors require contributions made to
+ * this file be licensed under the Apache-2.0 license or a
+ * compatible open source license.
+ */
+
+package org.opensearch.arrow.spi;
+
+import org.opensearch.common.annotation.ExperimentalApi;
+
+/**
+ * Factory interface for creating and managing StreamTicket instances.
+ * This factory provides methods to create and deserialize StreamTickets,
+ * ensuring consistent ticket creation.
+ */
+@ExperimentalApi
+public interface StreamTicketFactory {
+    /**
+     * Generates a new StreamTicket
+     *
+     * @return A new StreamTicket instance
+     */
+    StreamTicket generateTicket();
+
+    /**
+     * Deserializes a StreamTicket from its byte representation.
+     *
+     * @param bytes The byte array containing the serialized ticket data
+     * @return A StreamTicket instance reconstructed from the byte array
+     * @throws IllegalArgumentException if bytes is null or invalid
+     */
+    StreamTicket fromBytes(byte[] bytes);
+}