diff --git a/.ci/scripts/test_backend.sh b/.ci/scripts/test_backend.sh
index a48cc9ec41a..e959a2f074a 100755
--- a/.ci/scripts/test_backend.sh
+++ b/.ci/scripts/test_backend.sh
@@ -57,8 +57,13 @@ if [[ "$FLOW" == *vulkan* ]]; then
 fi
 
 if [[ "$FLOW" == *arm* ]]; then
+
     # Setup ARM deps.
-    .ci/scripts/setup-arm-baremetal-tools.sh
+    if [[ "$FLOW" == *vgf* ]]; then
+        .ci/scripts/setup-arm-baremetal-tools.sh --enable-mlsdk-deps --install-mlsdk-deps-with-pip
+    else
+        .ci/scripts/setup-arm-baremetal-tools.sh
+    fi
     source examples/arm/ethos-u-scratch/setup_path.sh
 
     if [[ "$FLOW" == *ethos_u* ]]; then
@@ -66,6 +71,11 @@ if [[ "$FLOW" == *arm* ]]; then
         backends/arm/scripts/build_executorch.sh
         backends/arm/test/setup_testing.sh
     fi
+
+    if [[ "$FLOW" == *vgf* ]]; then
+        # Prepare a test runner binary for VKML runtime
+        backends/arm/test/setup_testing_vkml.sh
+    fi
 fi
 
 if [[ $IS_MACOS -eq 1 ]]; then
diff --git a/.github/workflows/test-backend-arm.yml b/.github/workflows/test-backend-arm.yml
index 22e3d524f6b..638d5a2079f 100644
--- a/.github/workflows/test-backend-arm.yml
+++ b/.github/workflows/test-backend-arm.yml
@@ -26,7 +26,7 @@ jobs:
     uses: ./.github/workflows/_test_backend.yml
     with:
       backend: arm
-      flows: '["arm_tosa_fp", "arm_tosa_int", "arm_ethos_u55", "arm_ethos_u85"]'
+      flows: '["arm_tosa_fp", "arm_tosa_int", "arm_ethos_u55", "arm_ethos_u85", "arm_vgf_fp", "arm_vgf_int"]'
       ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
       timeout: 120
       run-linux: true
diff --git a/.github/workflows/trunk.yml b/.github/workflows/trunk.yml
index f428766ba64..c78766cb967 100644
--- a/.github/workflows/trunk.yml
+++ b/.github/workflows/trunk.yml
@@ -284,6 +284,7 @@ jobs:
         include:
           - test_arm_baremetal: test_pytest_ops_ethosu_fvp
           - test_arm_baremetal: test_pytest_models_ethosu_fvp
+          - test_arm_baremetal: test_pytest_ops_vkml
           - test_arm_baremetal: test_run_ethosu_fvp
           - test_arm_baremetal: test_models_tosa
           - test_arm_baremetal: test_models_ethos-u55
@@ -306,7 +307,7 @@ jobs:
         source .ci/scripts/utils.sh
         install_executorch "--use-pt-pinned-commit"
 
-        .ci/scripts/setup-arm-baremetal-tools.sh
+        .ci/scripts/setup-arm-baremetal-tools.sh --enable-mlsdk-deps --install-mlsdk-deps-with-pip
 
         # Increase number of files user can monitor to bypass buck failures.
         # Hopefully this is high enough for this setup.
diff --git a/backends/test/suite/flow.py b/backends/test/suite/flow.py
index 29394951bd7..f3c9ee75083 100644
--- a/backends/test/suite/flow.py
+++ b/backends/test/suite/flow.py
@@ -132,6 +132,8 @@ def all_flows() -> dict[str, TestFlow]:
             ARM_ETHOS_U85_FLOW,
             ARM_TOSA_FP_FLOW,
             ARM_TOSA_INT_FLOW,
+            ARM_VGF_FP_FLOW,
+            ARM_VGF_INT_FLOW,
         )
 
         flows += [
@@ -139,6 +141,8 @@ def all_flows() -> dict[str, TestFlow]:
             ARM_TOSA_INT_FLOW,
             ARM_ETHOS_U55_FLOW,
             ARM_ETHOS_U85_FLOW,
+            ARM_VGF_FP_FLOW,
+            ARM_VGF_INT_FLOW,
         ]
     except Exception as e:
         logger.info(f"Skipping ARM flow registration: {e}")
diff --git a/backends/test/suite/flows/arm.py b/backends/test/suite/flows/arm.py
index db3bb2cfd9e..29ef504d50c 100644
--- a/backends/test/suite/flows/arm.py
+++ b/backends/test/suite/flows/arm.py
@@ -78,3 +78,15 @@ def create_quantize_stage() -> Quantize:
     lambda: common.get_u85_compile_spec(),
     quantize=True,
 )
+ARM_VGF_FP_FLOW = _create_arm_flow(
+    "arm_vgf_fp",
+    lambda: common.get_vgf_compile_spec(tosa_spec="TOSA-1.0+FP"),
+    quantize=False,
+    use_portable_ops=False,
+)
+ARM_VGF_INT_FLOW = _create_arm_flow(
+    "arm_vgf_int",
+    lambda: common.get_vgf_compile_spec(tosa_spec="TOSA-1.0+INT"),
+    quantize=True,
+    use_portable_ops=False,
+)