diff --git a/src/sentry/conf/server.py b/src/sentry/conf/server.py
index 5137e1fc3899..bc8f241713c4 100644
--- a/src/sentry/conf/server.py
+++ b/src/sentry/conf/server.py
@@ -861,6 +861,11 @@ def SOCIAL_AUTH_DEFAULT_USERNAME() -> str:
 # Expected to be a JSON encoded dictionary of namespace:topic
 TASKWORKER_ROUTES = os.getenv("TASKWORKER_ROUTES")
 
+# If true, taskbroker-client's TaskProducer will be used to produce messages to Kafka
+# from within tasks.
+# Set to True in the worker child entrypoint in taskworker/bootstrap.py.
+TASKWORKER_USE_TASK_PRODUCER: bool = False
+
 # The list of modules that workers will import after starting up
 # Taskworkers need to import task modules to make tasks
 # accessible to the worker.
diff --git a/src/sentry/issues/producer.py b/src/sentry/issues/producer.py
index 905667e28de1..9e9e76a496d4 100644
--- a/src/sentry/issues/producer.py
+++ b/src/sentry/issues/producer.py
@@ -2,6 +2,7 @@
 
 import logging
 from collections.abc import MutableMapping
+from functools import partial
 from typing import Any, cast
 
 from arroyo import Topic as ArroyoTopic
@@ -9,12 +10,15 @@
 from arroyo.types import Message, Value
 from confluent_kafka import KafkaException
 from django.conf import settings
+from taskbroker_client.worker.producer import TaskProducer
 
 from sentry.conf.types.kafka_definition import Topic
 from sentry.hybridcloud.rpc import ValueEqualityEnum
 from sentry.issues.issue_occurrence import IssueOccurrence
 from sentry.issues.run import process_message
 from sentry.issues.status_change_message import StatusChangeMessage
+from sentry.options.rollout import in_random_rollout
+from sentry.taskworker.adapters import SentryMetricsBackend
 from sentry.utils import json
 from sentry.utils.arroyo_producer import SingletonProducer, get_arroyo_producer
 from sentry.utils.kafka_config import get_topic_definition
@@ -34,9 +38,9 @@ class PayloadType(ValueEqualityEnum):
     STATUS_CHANGE = "status_change"
 
 
-def _get_occurrence_producer() -> KafkaProducer:
+def _get_occurrence_producer(name: str = "sentry.issues.producer") -> KafkaProducer:
     return get_arroyo_producer(
-        "sentry.issues.producer",
+        name,
         Topic.INGEST_OCCURRENCES,
         exclude_config_keys=["compression.type", "message.max.bytes"],
     )
@@ -46,6 +50,12 @@ def _get_occurrence_producer() -> KafkaProducer:
     _get_occurrence_producer, max_futures=settings.SENTRY_ISSUE_PLATFORM_FUTURES_MAX_LIMIT
 )
 
+_occurrence_task_producer = TaskProducer(
+    name="sentry.issues.tasks.producer",
+    producer_factory=partial(_get_occurrence_producer, name="sentry.issues.tasks.producer"),
+    metrics_backend=SentryMetricsBackend(),
+)
+
 
 def produce_occurrence_to_kafka(
     payload_type: PayloadType = PayloadType.OCCURRENCE,
@@ -78,7 +88,12 @@ def produce_occurrence_to_kafka(
 
     try:
         topic = get_topic_definition(Topic.INGEST_OCCURRENCES)["real_topic_name"]
-        _occurrence_producer.produce(ArroyoTopic(topic), payload)
+        if settings.TASKWORKER_USE_TASK_PRODUCER and in_random_rollout(
+            "tasks.producer.occurrences.rollout"
+        ):
+            _occurrence_task_producer.produce(ArroyoTopic(topic), payload)
+        else:
+            _occurrence_producer.produce(ArroyoTopic(topic), payload)
     except KafkaException:
         logger.exception(
             "Failed to send occurrence to issue platform",
diff --git a/src/sentry/options/defaults.py b/src/sentry/options/defaults.py
index d1505a79bb33..85028d959f11 100644
--- a/src/sentry/options/defaults.py
+++ b/src/sentry/options/defaults.py
@@ -3732,3 +3732,11 @@
     type=Bool,
     flags=FLAG_MODIFIABLE_BOOL | FLAG_AUTOMATOR_MODIFIABLE,
 )
+
+# Rolls out the new TaskProducer to calls of produce_occurrence_to_kafka() from within taskworkers
+register(
+    "tasks.producer.occurrences.rollout",
+    type=Float,
+    default=0.0,
+    flags=FLAG_AUTOMATOR_MODIFIABLE,
+)
diff --git a/src/sentry/taskworker/bootstrap.py b/src/sentry/taskworker/bootstrap.py
index 99e38b53c89e..cb7f2197d003 100644
--- a/src/sentry/taskworker/bootstrap.py
+++ b/src/sentry/taskworker/bootstrap.py
@@ -8,6 +8,10 @@
 
 configure()
 
+from django.conf import settings
+
 from sentry.taskworker.runtime import app
 
+settings.TASKWORKER_USE_TASK_PRODUCER = True
+
 __all__ = ("app",)