diff --git a/.github/workflows/install_test.yaml b/.github/workflows/install_test.yaml
index 4d8a4a8..879007b 100644
--- a/.github/workflows/install_test.yaml
+++ b/.github/workflows/install_test.yaml
@@ -11,7 +11,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python_version: ["3.9", "3.10", "3.11"]
+        python_version: ["3.9", "3.10", "3.11", "3.12"]
         os: [ubuntu-latest, macos-latest]
     runs-on: ${{ matrix.os }}
     steps:
diff --git a/.github/workflows/lint_check.yaml b/.github/workflows/lint_check.yaml
index 4fa412b..ddbd453 100644
--- a/.github/workflows/lint_check.yaml
+++ b/.github/workflows/lint_check.yaml
@@ -12,7 +12,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python_version: ["3.11"]
+        python_version: ["3.12"]
     steps:
       - name: Checkout repository
         uses: actions/checkout@v3
diff --git a/.github/workflows/unit_tests_with_latest_deps.yaml b/.github/workflows/unit_tests_with_latest_deps.yaml
index 09b3708..e967f67 100644
--- a/.github/workflows/unit_tests_with_latest_deps.yaml
+++ b/.github/workflows/unit_tests_with_latest_deps.yaml
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python_version: ["3.9", "3.10", "3.11"]
+        python_version: ["3.9", "3.10", "3.11", "3.12"]
         featuretools_version: ["main", "release"]
     steps:
       - name: Checkout repository
diff --git a/pyproject.toml b/pyproject.toml
index 1a9065b..05d9e92 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,6 +13,7 @@ classifiers = [
     "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
     "Operating System :: Microsoft :: Windows",
     "Operating System :: POSIX",
     "Operating System :: Unix",
diff --git a/release_notes.rst b/release_notes.rst
index b42fb85..e42de07 100644
--- a/release_notes.rst
+++ b/release_notes.rst
@@ -6,6 +6,7 @@ Release Notes
 Future Release
 ==============
     * Enhancements
+        * Add support for Python 3.12 (:pr:`34`)
     * Fixes
     * Changes
     * Documentation Changes