diff --git a/src/guardrails/resources/chat/chat.py b/src/guardrails/resources/chat/chat.py
index a76d9b7..8821976 100644
--- a/src/guardrails/resources/chat/chat.py
+++ b/src/guardrails/resources/chat/chat.py
@@ -3,6 +3,8 @@
 import asyncio
 from collections.abc import AsyncIterator
 from concurrent.futures import ThreadPoolExecutor
+from contextvars import copy_context
+from functools import partial
 from typing import Any
 
 from ..._base_client import GuardrailsBaseClient
@@ -93,10 +95,10 @@ def create(self, messages: list[dict[str, str]], model: str, stream: bool = Fals
             if supports_safety_identifier(self._client._resource_client):
                 llm_kwargs["safety_identifier"] = SAFETY_IDENTIFIER
 
-            llm_future = executor.submit(
-                self._client._resource_client.chat.completions.create,
-                **llm_kwargs,
-            )
+            llm_call_fn = partial(self._client._resource_client.chat.completions.create, **llm_kwargs)
+            ctx = copy_context()
+            llm_future = executor.submit(ctx.run, llm_call_fn)
+
             input_results = self._client._run_stage_guardrails(
                 "input",
                 latest_message,
diff --git a/src/guardrails/resources/responses/responses.py b/src/guardrails/resources/responses/responses.py
index 4df5f46..262529f 100644
--- a/src/guardrails/resources/responses/responses.py
+++ b/src/guardrails/resources/responses/responses.py
@@ -3,6 +3,8 @@
 import asyncio
 from collections.abc import AsyncIterator
 from concurrent.futures import ThreadPoolExecutor
+from contextvars import copy_context
+from functools import partial
 from typing import Any
 
 from pydantic import BaseModel
@@ -75,10 +77,10 @@ def create(
             if supports_safety_identifier(self._client._resource_client):
                 llm_kwargs["safety_identifier"] = SAFETY_IDENTIFIER
 
-            llm_future = executor.submit(
-                self._client._resource_client.responses.create,
-                **llm_kwargs,
-            )
+            llm_call_fn = partial(self._client._resource_client.responses.create, **llm_kwargs)
+            ctx = copy_context()
+            llm_future = executor.submit(ctx.run, llm_call_fn)
+
             input_results = self._client._run_stage_guardrails(
                 "input",
                 latest_message,
@@ -141,10 +143,10 @@ def parse(self, input: list[dict[str, str]], model: str, text_format: type[BaseM
             if supports_safety_identifier(self._client._resource_client):
                 llm_kwargs["safety_identifier"] = SAFETY_IDENTIFIER
 
-            llm_future = executor.submit(
-                self._client._resource_client.responses.parse,
-                **llm_kwargs,
-            )
+            llm_call_fn = partial(self._client._resource_client.responses.parse, **llm_kwargs)
+            ctx = copy_context()
+            llm_future = executor.submit(ctx.run, llm_call_fn)
+
             input_results = self._client._run_stage_guardrails(
                 "input",
                 latest_message,
diff --git a/tests/unit/test_context.py b/tests/unit/test_context.py
index bd34790..cf7dd54 100644
--- a/tests/unit/test_context.py
+++ b/tests/unit/test_context.py
@@ -2,6 +2,8 @@
 
 from __future__ import annotations
 
+from concurrent.futures import ThreadPoolExecutor
+from contextvars import ContextVar, copy_context
 from dataclasses import FrozenInstanceError
 
 import pytest
@@ -34,4 +36,79 @@ def test_context_is_immutable() -> None:
     context = GuardrailsContext(guardrail_llm=_StubClient())
 
     with pytest.raises(FrozenInstanceError):
-        context.guardrail_llm = None  # type: ignore[misc]
+        context.guardrail_llm = None
+
+
+def test_contextvar_propagates_with_copy_context() -> None:
+    test_var: ContextVar[str | None] = ContextVar("test_var", default=None)
+    test_var.set("test_value")
+
+    def get_contextvar():
+        return test_var.get()
+
+    ctx = copy_context()
+    result = ctx.run(get_contextvar)
+    assert result == "test_value"  # noqa: S101
+
+
+def test_contextvar_propagates_with_threadpool() -> None:
+    test_var: ContextVar[str | None] = ContextVar("test_var", default=None)
+    test_var.set("thread_test")
+
+    def get_contextvar():
+        return test_var.get()
+
+    ctx = copy_context()
+    with ThreadPoolExecutor(max_workers=1) as executor:
+        future = executor.submit(ctx.run, get_contextvar)
+        result = future.result()
+
+    assert result == "thread_test"  # noqa: S101
+
+
+def test_guardrails_context_propagates_with_copy_context() -> None:
+    context = GuardrailsContext(guardrail_llm=_StubClient())
+    set_context(context)
+
+    def get_guardrails_context():
+        return get_context()
+
+    ctx = copy_context()
+    result = ctx.run(get_guardrails_context)
+    assert result is context  # noqa: S101
+
+    clear_context()
+
+
+def test_guardrails_context_propagates_with_threadpool() -> None:
+    context = GuardrailsContext(guardrail_llm=_StubClient())
+    set_context(context)
+
+    def get_guardrails_context():
+        return get_context()
+
+    ctx = copy_context()
+    with ThreadPoolExecutor(max_workers=1) as executor:
+        future = executor.submit(ctx.run, get_guardrails_context)
+        result = future.result()
+
+    assert result is context  # noqa: S101
+
+    clear_context()
+
+
+def test_multiple_contextvars_propagate_with_threadpool() -> None:
+    var1: ContextVar[str | None] = ContextVar("var1", default=None)
+    var2: ContextVar[int | None] = ContextVar("var2", default=None)
+    var1.set("value1")
+    var2.set(42)
+
+    def get_multiple_contextvars():
+        return (var1.get(), var2.get())
+
+    ctx = copy_context()
+    with ThreadPoolExecutor(max_workers=1) as executor:
+        future = executor.submit(ctx.run, get_multiple_contextvars)
+        result = future.result()
+
+    assert result == ("value1", 42)  # noqa: S101