diff --git a/src/aiperf/dataset/memory_map_utils.py b/src/aiperf/dataset/memory_map_utils.py
index 649d3010ac..eaddcbc99f 100644
--- a/src/aiperf/dataset/memory_map_utils.py
+++ b/src/aiperf/dataset/memory_map_utils.py
@@ -780,8 +780,13 @@ def get_conversation(self, conversation_id: str) -> Conversation:
         offset_info = self.index.offsets[conversation_id]
 
         try:
-            self.data_mmap.seek(offset_info.offset)
-            conv_bytes = self.data_mmap.read(offset_info.size)
+            # Slice, not seek()+read(): the mmap file position is shared and
+            # this runs on a thread pool, so the two calls can interleave.
+            conv_bytes = bytes(
+                self.data_mmap[
+                    offset_info.offset : offset_info.offset + offset_info.size
+                ]
+            )
 
             _logger.debug(
                 lambda: f"Loading conversation '{conversation_id}': offset={offset_info.offset}, size={offset_info.size} bytes"
diff --git a/tests/unit/dataset/test_mmap_conversation_concurrency.py b/tests/unit/dataset/test_mmap_conversation_concurrency.py
new file mode 100644
index 0000000000..1fca8f35d2
--- /dev/null
+++ b/tests/unit/dataset/test_mmap_conversation_concurrency.py
@@ -0,0 +1,91 @@
+# SPDX-FileCopyrightText: Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Concurrency regression tests for MemoryMapDatasetClient.get_conversation().
+
+The store dispatches it via ``run_in_executor``, so several threads read one
+shared ``mmap``. Any reader that depends on the mmap's file position can then
+serve another conversation's bytes.
+"""
+
+from concurrent.futures import ThreadPoolExecutor
+
+import pytest
+
+from aiperf.common.enums import MemoryMapFormat
+from aiperf.common.models import Conversation, Text, Turn
+from aiperf.dataset.memory_map_utils import (
+    MemoryMapDatasetBackingStore,
+    MemoryMapDatasetClient,
+)
+
+# Distinct, wildly varying sizes so a cross-read lands mid-record and is
+# detected either as a decode error or as a mismatched session_id.
+_CONVERSATION_COUNT = 24
+_THREADS = 8
+_LOOKUPS_PER_THREAD = 150
+
+
+def _make_conversation(index: int) -> Conversation:
+    """Conversation whose size grows with ``index`` and whose text encodes it."""
+    text = f"conv-{index}:" + ("x" * (64 * (index + 1)))
+    return Conversation(
+        session_id=f"conv-{index}",
+        turns=[Turn(role="user", texts=[Text(contents=[text])])],
+    )
+
+
+@pytest.mark.asyncio
+async def test_get_conversation_is_thread_safe(tmp_path, monkeypatch):
+    """Concurrent get_conversation() calls must not read each other's bytes."""
+    monkeypatch.setenv("AIPERF_DATASET_MMAP_BASE_PATH", str(tmp_path))
+
+    store = MemoryMapDatasetBackingStore(
+        benchmark_id="test_conv_concurrency", format=MemoryMapFormat.CONVERSATION
+    )
+    await store.initialize()
+    for i in range(_CONVERSATION_COUNT):
+        await store.add_conversation(f"conv-{i}", _make_conversation(i))
+    await store.finalize()
+
+    metadata = store.get_client_metadata()
+    client = MemoryMapDatasetClient(
+        metadata.data_file_path,
+        metadata.index_file_path,
+    )
+
+    def _read_many(thread_index: int) -> None:
+        for n in range(_LOOKUPS_PER_THREAD):
+            # Stagger the starting id per thread so the interleaving covers
+            # many (offset, size) pairs rather than one hot record.
+            i = (thread_index + n) % _CONVERSATION_COUNT
+            conv = client.get_conversation(f"conv-{i}")
+            assert conv.session_id == f"conv-{i}"
+
+    with ThreadPoolExecutor(max_workers=_THREADS) as pool:
+        # list() forces every future to be resolved so exceptions propagate.
+        list(pool.map(_read_many, range(_THREADS)))
+
+
+@pytest.mark.asyncio
+async def test_get_conversation_ignores_shared_mmap_position(tmp_path, monkeypatch):
+    """A stale mmap file position must not affect what get_conversation reads."""
+    monkeypatch.setenv("AIPERF_DATASET_MMAP_BASE_PATH", str(tmp_path))
+
+    store = MemoryMapDatasetBackingStore(
+        benchmark_id="test_conv_position", format=MemoryMapFormat.CONVERSATION
+    )
+    await store.initialize()
+    for i in range(3):
+        await store.add_conversation(f"conv-{i}", _make_conversation(i))
+    await store.finalize()
+
+    metadata = store.get_client_metadata()
+    client = MemoryMapDatasetClient(
+        metadata.data_file_path,
+        metadata.index_file_path,
+    )
+
+    # Simulate another thread having just moved the shared position.
+    client.data_mmap.seek(client.index.offsets["conv-2"].offset)
+    assert client.get_conversation("conv-0").session_id == "conv-0"