diff --git a/CHANGELOG.md b/CHANGELOG.md
index 49964045..28b8cb81 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,7 @@ This release contains **BREAKING** changes. Make sure to read and apply upgrade
 - **[Breaking]** Remove ability to abort transactions using `throw(:abort)`. Please use `raise WaterDrop::Errors::AbortTransaction`.
 - **[Breaking]** Disallow (similar to ActiveRecord) exiting transactions with `return`, `break` or `throw`.
 - [Enhancement] Make variants fiber safe.
+- [Enhancement] In transactional mode do not return any `dispatched` messages as none will be dispatched due to rollback.
 
 ### Upgrade Notes
 
diff --git a/lib/waterdrop/producer.rb b/lib/waterdrop/producer.rb
index f439b9f0..07dd6677 100644
--- a/lib/waterdrop/producer.rb
+++ b/lib/waterdrop/producer.rb
@@ -19,10 +19,13 @@ class Producer
       Rdkafka::Producer::DeliveryHandle::WaitTimeoutError
     ].freeze
 
-    # Empty has to save on memory allocations
+    # Empty hash to save on memory allocations
     EMPTY_HASH = {}.freeze
 
-    private_constant :SUPPORTED_FLOW_ERRORS, :EMPTY_HASH
+    # Empty array to save on memory allocations
+    EMPTY_ARRAY = [].freeze
+
+    private_constant :SUPPORTED_FLOW_ERRORS, :EMPTY_HASH, :EMPTY_ARRAY
 
     def_delegators :config
 
@@ -272,10 +275,13 @@ def validate_message!(message)
     # Waits on a given handler
     #
     # @param handler [Rdkafka::Producer::DeliveryHandle]
-    def wait(handler)
+    # @param raise_response_error [Boolean] should we raise the response error after we receive the
+    #   final result and it is an error.
+    def wait(handler, raise_response_error: true)
       handler.wait(
         # rdkafka max_wait_timeout is in seconds and we use ms
-        max_wait_timeout: current_variant.max_wait_timeout / 1_000.0
+        max_wait_timeout: current_variant.max_wait_timeout / 1_000.0,
+        raise_response_error: raise_response_error
       )
     end
 
diff --git a/lib/waterdrop/producer/sync.rb b/lib/waterdrop/producer/sync.rb
index 3010efb6..baf9b1d8 100644
--- a/lib/waterdrop/producer/sync.rb
+++ b/lib/waterdrop/producer/sync.rb
@@ -82,7 +82,11 @@ def produce_many_sync(messages)
           'error.occurred',
           producer_id: id,
           messages: messages,
-          dispatched: dispatched,
+          # If it is a transactional producer nothing was successfully dispatched on error, thus
+          # we never return any dispatched handlers. While those messages might have reached
+          # Kafka, in transactional mode they will not be visible to consumers with correct
+          # isolation level.
+          dispatched: transactional? ? EMPTY_ARRAY : dispatched,
           error: re_raised,
           type: 'messages.produce_many_sync'
         )
diff --git a/spec/lib/waterdrop/producer/transactions_spec.rb b/spec/lib/waterdrop/producer/transactions_spec.rb
index 8e4bef72..0098963f 100644
--- a/spec/lib/waterdrop/producer/transactions_spec.rb
+++ b/spec/lib/waterdrop/producer/transactions_spec.rb
@@ -453,6 +453,35 @@
         producer.produce_many_sync(messages)
         expect(counts.size).to eq(1)
       end
+
+      context 'when error occurs after few messages' do
+        subject(:producer) { build(:transactional_producer, max_payload_size: 10 * 1_024 * 1_024) }
+
+        let(:messages) do
+          too_big = build(:valid_message)
+          too_big[:payload] = '1' * 1024 * 1024
+
+          [
+            Array.new(9) { build(:valid_message) },
+            too_big
+          ].flatten
+        end
+
+        let(:dispatched) { [] }
+
+        before do
+          producer.monitor.subscribe('error.occurred') do |event|
+            dispatched << event[:dispatched]
+          end
+        end
+
+        it 'expect not to contain anything in the dispatched notification' do
+          expect { producer.produce_many_sync(messages) }
+            .to raise_error(WaterDrop::Errors::ProduceManyError)
+
+          expect(dispatched.flatten).to eq([])
+        end
+      end
     end
 
     context 'when using with produce_many_async' do
diff --git a/spec/support/factories/producer.rb b/spec/support/factories/producer.rb
index 9b16cf2d..2fef6f4b 100644
--- a/spec/support/factories/producer.rb
+++ b/spec/support/factories/producer.rb
@@ -9,6 +9,7 @@
     max_wait_timeout { 30_000 }
     wait_on_queue_full { false }
     wait_timeout_on_queue_full { 1_000 }
+    max_payload_size { 1_000_012 }
 
     kafka do
       {
@@ -27,6 +28,7 @@
         config.max_wait_timeout = max_wait_timeout
         config.wait_on_queue_full = wait_on_queue_full
         config.wait_timeout_on_queue_full = wait_timeout_on_queue_full
+        config.max_payload_size = max_payload_size
       end
 
       instance.monitor.subscribe(::WaterDrop::Instrumentation::LoggerListener.new(logger))