diff --git a/.github/workflows/build-hatch.yml b/.github/workflows/build-hatch.yml
index 4d450576f..13123ae0a 100644
--- a/.github/workflows/build-hatch.yml
+++ b/.github/workflows/build-hatch.yml
@@ -75,6 +75,8 @@ jobs:
         # Windows
         - target: x86_64-pc-windows-msvc
           os: windows-2022
+        - target: i686-pc-windows-msvc
+          os: windows-2022
         # macOS
         - target: aarch64-apple-darwin
           os: macos-12
diff --git a/docs/history/hatch.md b/docs/history/hatch.md
index 9dfaddd9f..0409e76d9 100644
--- a/docs/history/hatch.md
+++ b/docs/history/hatch.md
@@ -13,6 +13,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 - Add `self report` command for submitting pre-populated bug reports to GitHub
 - The reserved environment used for static analysis is now completely configurable
 - Add the following methods to the `environment` interface for complete control over output during life cycle management: `app_status_creation`, `app_status_pre_installation`, `app_status_post_installation`, `app_status_project_installation`, `app_status_dependency_state_check`, `app_status_dependency_installation_check`, `app_status_dependency_synchronization`
+- Add binaries for 32-bit versions of Windows
 - Upgrade default CPython distributions to 20240107
 - Upgrade Ruff to 0.2.2
 - Upgrade PyApp to 0.15.1 for binary builds
diff --git a/docs/install.md b/docs/install.md
index 9e95e916e..aa9e4fb7a 100644
--- a/docs/install.md
+++ b/docs/install.md
@@ -53,6 +53,10 @@
                 ```
                 msiexec /passive /i https://github.com/pypa/hatch/releases/download/hatch-v<HATCH_LATEST_VERSION>/hatch-<HATCH_LATEST_VERSION>-x64.msi
                 ```
+            === "x86"
+                ```
+                msiexec /passive /i https://github.com/pypa/hatch/releases/download/hatch-v<HATCH_LATEST_VERSION>/hatch-<HATCH_LATEST_VERSION>-x86.msi
+                ```
         2. Restart your terminal.
         3. To verify that the shell can find and run the `hatch` command in your `PATH`, use the following command.
 
@@ -78,6 +82,7 @@ After downloading the archive corresponding to your platform and architecture, e
 
 === "Windows"
     - [hatch-<HATCH_LATEST_VERSION>-x86_64-pc-windows-msvc.zip](https://github.com/pypa/hatch/releases/download/hatch-v<HATCH_LATEST_VERSION>/hatch-<HATCH_LATEST_VERSION>-x86_64-pc-windows-msvc.zip)
+    - [hatch-<HATCH_LATEST_VERSION>-i686-pc-windows-msvc.zip](https://github.com/pypa/hatch/releases/download/hatch-v<HATCH_LATEST_VERSION>/hatch-<HATCH_LATEST_VERSION>-i686-pc-windows-msvc.zip)
 
 ## pip
 
diff --git a/pyoxidizer.bzl b/pyoxidizer.bzl
index 6e674ec84..59ca25c0e 100644
--- a/pyoxidizer.bzl
+++ b/pyoxidizer.bzl
@@ -7,6 +7,8 @@ AUTHOR = "Python Packaging Authority"
 def make_msi(target):
     if target == "x86_64-pc-windows-msvc":
         arch = "x64"
+    elif target == "i686-pc-windows-msvc":
+        arch = "x86"
     else:
         arch = "unknown"
 
@@ -46,12 +48,18 @@ def make_exe_installer():
     )
 
     bundle.add_vc_redistributable("x64")
+    bundle.add_vc_redistributable("x86")
 
     bundle.add_wix_msi_builder(
         builder=make_msi("x86_64-pc-windows-msvc"),
         display_internal_ui=True,
         install_condition="VersionNT64",
     )
+    bundle.add_wix_msi_builder(
+        builder=make_msi("i686-pc-windows-msvc"),
+        display_internal_ui=True,
+        install_condition="Not VersionNT64",
+    )
 
     return bundle