diff --git a/continuous_integration/gpuci/axis.yaml b/continuous_integration/gpuci/axis.yaml
index 267eb5a24..f7dff8116 100644
--- a/continuous_integration/gpuci/axis.yaml
+++ b/continuous_integration/gpuci/axis.yaml
@@ -1,6 +1,7 @@
 PYTHON_VER:
 - "3.9"
 - "3.10"
+- "3.11"
 
 CUDA_VER:
 - "11.8.0"
diff --git a/continuous_integration/gpuci/environment-3.11.yaml b/continuous_integration/gpuci/environment-3.11.yaml
new file mode 100644
index 000000000..ad1fa43d6
--- /dev/null
+++ b/continuous_integration/gpuci/environment-3.11.yaml
@@ -0,0 +1,53 @@
+name: dask-sql
+channels:
+- rapidsai
+- rapidsai-nightly
+- dask/label/dev
+- conda-forge
+- nvidia
+- nodefaults
+dependencies:
+- c-compiler
+- zlib
+- dask>=2024.4.1
+- dask-expr>=1.0.11
+- fastapi>=0.92.0
+- fugue>=0.7.3
+- httpx>=0.24.1
+- intake>=0.6.0
+- jsonschema
+- lightgbm
+- maturin>=1.3,<1.4
+- mock
+- numpy>=1.22.4
+- pandas>=2
+- pre-commit
+- prompt_toolkit>=3.0.8
+- psycopg2
+- pyarrow>=14.0.1
+- pygments>=2.7.1
+- pyhive
+- pytest-cov
+- pytest-rerunfailures
+- pytest-xdist
+- pytest
+- python=3.11
+- py-xgboost>=2.0.3
+- scikit-learn>=1.0.0
+- sphinx
+- sqlalchemy
+- tpot>=0.12.0
+# FIXME: https://github.com/fugue-project/fugue/issues/526
+- triad<0.9.2
+- tzlocal>=2.1
+- uvicorn>=0.14
+# GPU-specific requirements
+- cudatoolkit=11.8
+- cudf=24.06
+- cuml=24.06
+- dask-cudf=24.06
+- dask-cuda=24.06
+- ucx-proc=*=gpu
+- ucx-py=0.38
+- xgboost=*=rapidsai_py*
+- libxgboost=*=rapidsai_h*