diff --git a/.github/workflows/integ-tests.yaml b/.github/workflows/integ-tests.yaml
new file mode 100644
index 00000000..4eb840b0
--- /dev/null
+++ b/.github/workflows/integ-tests.yaml
@@ -0,0 +1,50 @@
+name: Local Tests
+
+# For now, just run these on every PR for consistency.
+# Later we'll probably move these to only run on promotion PRs.
+on: [pull_request]
+
+jobs:
+  tests:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: true
+      matrix:
+        os:
+          - ubuntu-latest
+          - windows-latest
+          - macos-latest
+        python:
+          - 2.7
+          - 3.4
+          - 3.5
+          - 3.6
+          - 3.7
+          - 3.8
+          - 3.x
+        categories:
+          - integ-slow
+        # x86 builds are only meaningful for Windows
+        exclude:
+          - os: ubuntu-latest
+            architecture: x86
+          - os: macos-latest
+            architecture: x86
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v1
+        with:
+          python-version: ${{ matrix.python }}
+          architecture: ${{ matrix.architecture }}
+      - uses: aws-actions/configure-aws-credentials@v1.0.1
+        with:
+          aws-access-key-id: ${{ secrets.INTEG_AWS_ACCESS_KEY_ID }}
+          aws-secret-access-key: ${{ secrets.INTEG_AWS_SECRET_ACCESS_KEY }}
+          aws-region: us-west-2
+      - run: |
+          python -m pip install --upgrade pip
+          pip install --upgrade tox
+      - name: run test
+        env:
+          TOXENV: ${{ matrix.category }}
+        run: tox -- -vv
diff --git a/.github/workflows/local-tests.yaml b/.github/workflows/local-tests.yaml
new file mode 100644
index 00000000..aa963f15
--- /dev/null
+++ b/.github/workflows/local-tests.yaml
@@ -0,0 +1,43 @@
+name: Local Tests
+
+on: [pull_request]
+
+jobs:
+  tests:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: true
+      matrix:
+        os:
+          - ubuntu-latest
+          - windows-latest
+          - macos-latest
+        python:
+          - 2.7
+          - 3.4
+          - 3.5
+          - 3.6
+          - 3.7
+          - 3.8
+          - 3.x
+        categories:
+          - local-slow
+        # x86 builds are only meaningful for Windows
+        exclude:
+          - os: ubuntu-latest
+            architecture: x86
+          - os: macos-latest
+            architecture: x86
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v1
+        with:
+          python-version: ${{ matrix.python }}
+          architecture: ${{ matrix.architecture }}
+      - run: |
+          python -m pip install --upgrade pip
+          pip install --upgrade tox
+      - name: run test
+        env:
+          TOXENV: ${{ matrix.category }}
+        run: tox -- -vv
diff --git a/.github/workflows/static-analysis.yaml b/.github/workflows/static-analysis.yaml
new file mode 100644
index 00000000..052d15d3
--- /dev/null
+++ b/.github/workflows/static-analysis.yaml
@@ -0,0 +1,39 @@
+name: Static Analysis Checks
+
+on: [pull_request]
+
+jobs:
+  analysis:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        category:
+          - bandit
+          - doc8
+          - readme
+          - docs
+          - flake8-examples
+          - pylint-examples
+          # Disabled pending completion of cleanup
+          # https://github.com/aws/aws-dynamodb-encryption-python/issues/67
+#          - flake8
+#          - pylint
+#          - flake8-tests
+#          - pylint-tests
+          # Disabled pending completion of integration
+          # https://github.com/aws/aws-dynamodb-encryption-python/issues/66
+#          - mypy-py2
+#          - mypy-py3
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v1
+        with:
+          python-version: 3.x
+      - run: |
+          python -m pip install --upgrade pip
+          pip install --upgrade tox
+      - name: check
+        env:
+          TOXENV: ${{ matrix.category }}
+        run: tox -- -vv