diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index 44ec81d327..e9b2dc166f 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -55,9 +55,16 @@ jobs:
       date: ${{ inputs.date }}
       script: ci/build_cpp.sh
       sha: ${{ inputs.sha }}
+  docs-build-matrix:
+    permissions:
+      contents: read
+    uses: rapidsai/shared-workflows/.github/workflows/compute-matrix.yaml@ci/docs-build-matrix
+    with:
+      build_type: ${{ inputs.build_type || 'branch' }}
+      matrix_name: docs-build
   docs-build:
     if: github.ref_type == 'branch'
-    needs: [python-build]
+    needs: [docs-build-matrix, python-build]
     permissions:
       actions: read
       contents: read
@@ -66,13 +73,16 @@ jobs:
       pull-requests: read
     secrets: inherit # zizmor: ignore[secrets-inherit]
     uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@main
+    strategy:
+      fail-fast: false
+      matrix: ${{ fromJSON(needs.docs-build-matrix.outputs.matrix) }}
     with:
-      arch: "amd64"
+      arch: "${{ matrix.arch }}"
       branch: ${{ inputs.branch }}
       build_type: ${{ inputs.build_type || 'branch' }}
-      container_image: "rapidsai/ci-conda:26.10-latest"
+      container_image: "rapidsai/ci-conda:26.10-cuda${{ matrix.CUDA_VER }}-${{ matrix.LINUX_VER }}-py${{ matrix.PY_VER }}"
       date: ${{ inputs.date }}
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-${{ matrix.GPU }}-${{ matrix.DRIVER }}-1"
       script: "ci/build_docs.sh"
       sha: ${{ inputs.sha }}
   publish-api-docs:
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 18701c4445..69722bd7f8 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -26,6 +26,7 @@ jobs:
       - conda-python-scikit-learn-accel-tests
       - conda-python-cuml-accel-upstream-tests
       - conda-notebook-tests
+      - docs-build-matrix
       - docs-build
       - publish-api-docs
       - telemetry-setup
@@ -480,8 +481,15 @@ jobs:
       arch: "amd64"
       container_image: "rapidsai/ci-conda:26.10-latest"
       script: "ci/test_notebooks.sh"
+  docs-build-matrix:
+    permissions:
+      contents: read
+    uses: rapidsai/shared-workflows/.github/workflows/compute-matrix.yaml@ci/docs-build-matrix
+    with:
+      build_type: pull-request
+      matrix_name: docs-build
   docs-build:
-    needs: [conda-python-build, changed-files]
+    needs: [docs-build-matrix, conda-python-build, changed-files]
     permissions:
       actions: read
       contents: read
@@ -490,12 +498,15 @@ jobs:
       pull-requests: read
     secrets: inherit # zizmor: ignore[secrets-inherit]
     uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@main
+    strategy:
+      fail-fast: false
+      matrix: ${{ fromJSON(needs.docs-build-matrix.outputs.matrix) }}
     if: fromJSON(needs.changed-files.outputs.changed_file_groups).build_docs
     with:
       build_type: pull-request
-      node_type: "gpu-l4-latest-1"
-      arch: "amd64"
-      container_image: "rapidsai/ci-conda:26.10-latest"
+      node_type: "gpu-${{ matrix.GPU }}-${{ matrix.DRIVER }}-1"
+      arch: "${{ matrix.arch }}"
+      container_image: "rapidsai/ci-conda:26.10-cuda${{ matrix.CUDA_VER }}-${{ matrix.LINUX_VER }}-py${{ matrix.PY_VER }}"
       script: "ci/build_docs.sh"
   publish-api-docs:
     needs: [docs-build]