diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..b1c75fb654d8fdd5d3d9eba518b9994445810ca1
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,122 @@
+#
+# SPDX-FileCopyrightText: Copyright 2025 Arm Limited and/or its affiliates <open-source-office@arm.com>
+#
+# SPDX-License-Identifier: Apache-2.0
+#
+# Licensed under the Apache License, Version 2.0 (the License); you may
+# not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an AS IS BASIS, WITHOUT
+# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+stages:
+-   build
+-   test
+
+default:
+    image: registry.gitlab.arm.com/artificial-intelligence/ethos-u/ethos-u-vela/image:latest
+    tags:
+    -   arm64
+    interruptible: true
+    # Cache the virtual Python environment and the cache content to speed up builds
+    cache:
+        paths:
+        -   .cache/
+        -   .venv/
+    # Initialize a cached virtual Python environment
+    before_script:
+    -   python3 -m venv .venv
+    -   source .venv/bin/activate
+
+# Move the cache directory inside the project directory so that we can cache
+# output from e.g. pip, ccache and pre-commit
+variables:
+    XDG_CACHE_HOME: $CI_PROJECT_DIR/.cache
+
+workflow:
+    auto_cancel:
+        on_new_commit: interruptible
+
+# This job does not produce any artifacts, however the result from the build
+# will be stored in the cache
+build-python:
+    stage: build
+    script:
+    -   pip install -v -e .[dev]
+
+build-unit-tests-gcc:
+    stage: build
+    script:
+    -   cmake -S ethosu/regor -B ${CI_JOB_NAME_SLUG} --toolchain cmake/toolchains/gcc.cmake -DCMAKE_BUILD_TYPE=Debug -DREGOR_SANITIZE=address
+    -   cmake --build ${CI_JOB_NAME_SLUG} -t unit_tests -j$(nproc)
+    # Copy the output, since archiving results does not follow symlinks
+    -   cp ${CI_JOB_NAME_SLUG}/unit_tests unit_tests-gcc
+    artifacts:
+        public: false
+        expire_in: 1 day
+        paths:
+        -   unit_tests-gcc
+
+build-unit-tests-clang:
+    stage: build
+    script:
+    -   cmake -S ethosu/regor -B ${CI_JOB_NAME_SLUG} --toolchain cmake/toolchains/clang.cmake -DCMAKE_BUILD_TYPE=Debug -DREGOR_SANITIZE=address
+    -   cmake --build ${CI_JOB_NAME_SLUG} -t unit_tests -j$(nproc)
+    # Copy the output, since archiving results does not follow symlinks
+    -   cp ${CI_JOB_NAME_SLUG}/unit_tests unit_tests-clang
+    artifacts:
+        public: false
+        expire_in: 1 day
+        paths:
+        -   unit_tests-clang
+
+test-pre-commit-hooks:
+    stage: test
+    needs:
+    -   build-python
+    script:
+    # Restore the installation from the cache
+    -   pip install -e .[dev]
+    # Skip pytest since it's run as a separate job below
+    -   SKIP=pytest pre-commit run --all-files
+
+test-linux-aarch64:
+    stage: test
+    parallel:
+        matrix:
+        -   BUILD_JOB_PROVIDER: [clang, gcc]
+    needs:
+    -   build-unit-tests-clang
+    -   build-unit-tests-gcc
+    script:
+    -   ./unit_tests-${BUILD_JOB_PROVIDER} --reporter JUnit --out results-${BUILD_JOB_PROVIDER}.xml
+    artifacts:
+        when: always
+        expire_in: 1 day
+        paths:
+        -   results-${BUILD_JOB_PROVIDER}.xml
+        reports:
+            junit: results-${BUILD_JOB_PROVIDER}.xml
+
+test-python:
+    stage: test
+    needs:
+    -   build-python
+    script:
+    # Restore the installation from the cache
+    -   pip install -e .[dev]
+    -   pytest --junit-xml=results-python.xml
+    artifacts:
+        when: always
+        expire_in: 1 day
+        paths:
+        -   results-python.xml
+        reports:
+            junit: results-python.xml
diff --git a/Dockerfiles/Dockerfile b/Dockerfiles/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..99edc45dcd2b2051160b0dd49f9c83d5a1a0edc3
--- /dev/null
+++ b/Dockerfiles/Dockerfile
@@ -0,0 +1,38 @@
+#
+# SPDX-FileCopyrightText: Copyright 2025 Arm Limited and/or its affiliates <open-source-office@arm.com>
+#
+# SPDX-License-Identifier: Apache-2.0
+#
+# Licensed under the Apache License, Version 2.0 (the License); you may
+# not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an AS IS BASIS, WITHOUT
+# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+FROM ubuntu:22.04
+ENV DEBIAN_FRONTEND=noninteractive
+
+# Packages
+RUN apt-get update && \
+    apt-get install -y \
+    git \
+    git-lfs \
+    build-essential \
+    cmake \
+    clang \
+    clang-format \
+    llvm \
+    curl \
+    zip \
+    unzip \
+    ccache \
+    python3-pip \
+    python3-venv \
+    python3-dev