diff --git a/meta-ti-bsp/conf/machine/j721s2-hs-evm-k3r5.conf b/meta-ti-bsp/conf/machine/j721s2-hs-evm-k3r5.conf
new file mode 100644
index 00000000..ac4df86e
--- /dev/null
+++ b/meta-ti-bsp/conf/machine/j721s2-hs-evm-k3r5.conf
@@ -0,0 +1,13 @@
+#@TYPE: Machine
+#@NAME: J721S2 HS EVM (R5F)
+#@DESCRIPTION: Machine configuration for the TI J721S2 HS EVM (R5F core)
+
+require conf/machine/include/k3r5.inc
+
+SYSFW_SOC = "j721s2"
+SYSFW_CONFIG = "evm"
+SYSFW_SUFFIX = "hs"
+
+UBOOT_MACHINE = "j721s2_hs_evm_r5_defconfig"
+
+TI_SECURE_DEV_PKG = "${TI_SECURE_DEV_PKG_K3}"
diff --git a/meta-ti-bsp/conf/machine/j721s2-hs-evm.conf b/meta-ti-bsp/conf/machine/j721s2-hs-evm.conf
new file mode 100644
index 00000000..43fb2ebc
--- /dev/null
+++ b/meta-ti-bsp/conf/machine/j721s2-hs-evm.conf
@@ -0,0 +1,22 @@
+#@TYPE: Machine
+#@NAME: J721S2 HS EVM
+#@DESCRIPTION: Machine configuration for the TI J721S2 HS EVM
+
+require conf/machine/j721s2-evm.conf
+
+UBOOT_MACHINE = "j721s2_hs_evm_a72_defconfig"
+
+UBOOT_ENTRYPOINT =       "0x80080000"
+UBOOT_LOADADDRESS =      "0x80080000"
+UBOOT_RD_LOADADDRESS =   "0x84000000"
+UBOOT_RD_ENTRYPOINT =    "0x84000000"
+UBOOT_DTB_LOADADDRESS =  "0x83000000"
+UBOOT_DTBO_LOADADDRESS = "0x83080000"
+UBOOT_DTBO_OFFSET =      "0x00010000"
+
+SPL_BINARY = "tispl.bin_HS"
+SPL_BINARYNAME = "tispl.bin"
+UBOOT_BINARY = "u-boot.img_HS"
+IMAGE_BOOT_FILES = "${UBOOT_BINARY}"
+
+TI_SECURE_DEV_PKG = "${TI_SECURE_DEV_PKG_K3}"