diff --git a/docs/release/3rd_party_support_matrix.md b/docs/release/3rd_party_support_matrix.md
index 6e120d3b7..7e9ba5d82 100644
--- a/docs/release/3rd_party_support_matrix.md
+++ b/docs/release/3rd_party_support_matrix.md
@@ -10,13 +10,13 @@ ROCm releases support the most recent and two prior releases of PyTorch and
 TensorFlow
 
 | ROCm  | [PyTorch](https://github.com/pytorch/pytorch/releases/) | [TensorFlow](https://github.com/tensorflow/tensorflow/releases/) | [MAGMA](https://icl.utk.edu/magma/index.html) |
-|:------|:----------------:|:--------------:|:-----:|
-| 5.0.2 | 1.8,  1.9,  1.10 | 2.6, 2.7, 2.8  |       |
-| 5.1.3 | 1.9,  1.10, 1.11 | 2.7, 2.8, 2.9  |       |
-| 5.2.x | 1.10, 1.11, 1.12 | 2.8, 2.9, 2.9  |       |
-| 5.3.x | 1.11, 1.12, 1.13 | 2.8, 2.9, 2.10 |       |
-| 5.4.x | 1.11, 1.12, 1.13 | 2.8, 2.9, 2.10 | 2.5.4 |
-| 5.5.x |                  |                |       |
+|:------|:--------------------------:|:--------------------:|:-----:|
+| 5.0.2 | 1.8,  1.9,  1.10           | 2.6, 2.7, 2.8        |       |
+| 5.1.3 | 1.9,  1.10, 1.11           | 2.7, 2.8, 2.9        |       |
+| 5.2.x | 1.10, 1.11, 1.12           | 2.8, 2.9, 2.9        |       |
+| 5.3.x | 1.10.1, 1.11, 1.12.1, 1.13 | 2.8, 2.9, 2.10       |       |
+| 5.4.x | 1.10.1, 1.11, 1.12.1, 1.13 | 2.8, 2.9, 2.10, 2.11 | 2.5.4 |
+| 5.5.x | 1.10.1, 1.11, 1.12.1, 1.13 | 2.10, 2.11           | 2.5.4 |
 
 ## Communication libraries
 
diff --git a/docs/release/compatibility.md b/docs/release/compatibility.md
index e1229d50c..00ce4fdeb 100644
--- a/docs/release/compatibility.md
+++ b/docs/release/compatibility.md
@@ -3,6 +3,14 @@
 :::::{grid} 1 1 2 2
 :gutter: 1
 
+:::{grid-item-card} User space & Kernel Fusion Driver
+Forward and backward compatibility of ROCm user space components and the
+kernel space Kernel Fusion Driver (KFD).
+
+- [User/Kernel-Space Support Matrix](./user_kernel_space_compat_matrix.md)
+
+:::
+
 :::{grid-item-card} Docker Image Support
 ROCm releases several Docker container images.
 
diff --git a/docs/release/user_kernel_space_compat_matrix.md b/docs/release/user_kernel_space_compat_matrix.md
new file mode 100644
index 000000000..0879e4014
--- /dev/null
+++ b/docs/release/user_kernel_space_compat_matrix.md
@@ -0,0 +1,18 @@
+# User/Kernel-Space Support Matrix
+
+ROCm™ provides forward and backward compatibility between the Kernel Fusion
+Driver (KFD) and its user space software for +/- 2 releases. This table shows
+the compatibility combinations that are currently supported.
+
+| KFD   | Tested user space versions |
+|:------|:--------------------------:|
+| 5.0.2 | 5.1.0, 5.2.0               |
+| 5.1.0 | 5.0.2                      |
+| 5.1.3 | 5.2.0, 5.3.0               |
+| 5.2.0 | 5.0.2, 5.1.3               |
+| 5.2.3 | 5.3.0, 5.4.0               |
+| 5.3.0 | 5.1.3, 5.2.3               |
+| 5.3.3 | 5.4.0, 5.5.0               |
+| 5.4.0 | 5.2.3, 5.3.3               |
+| 5.4.4 | 5.5.0                      |
+| 5.5.0 | 5.3.3, 5.4.3               |
diff --git a/docs/sphinx/_toc.yml.in b/docs/sphinx/_toc.yml.in
index 1375689c8..9cfa719f2 100644
--- a/docs/sphinx/_toc.yml.in
+++ b/docs/sphinx/_toc.yml.in
@@ -38,6 +38,7 @@ subtrees:
   - file: release/compatibility
     subtrees:
       - entries:
+        - file: release/user_kernel_space_compat_matrix
         - file: release/docker_image_support_matrix
         - file: release/3rd_party_support_matrix
   - file: release/licensing