diff --git a/.github/workflows/test_accuracy.yml b/.github/workflows/test_accuracy.yml
index c3e0ddd4..220530f9 100644
--- a/.github/workflows/test_accuracy.yml
+++ b/.github/workflows/test_accuracy.yml
@@ -9,17 +9,28 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
   cancel-in-progress: true
 jobs:
-  test_accuracy:
-    runs-on: ubuntu-24.04
+  test_accuracy_items:
+    strategy:
+      fail-fast: false
+      matrix:
+        os:
+          - "ubuntu-24.04"
+          - "windows-2022"
+        python-version:
+          - "3.10"
+          - "3.11"
+          - "3.12"
+          - "3.13"
+    runs-on: ${{ matrix.os }}
     steps:
       - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
-      - uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
-        with:
-          python-version-file: ".python-version"
       - name: Install uv
         uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
+        with:
+          enable-cache: false
+          python-version: ${{ matrix.python-version }}
       - name: Install dependencies
         run: |
           uv sync --locked --extra tests --extra-index-url https://download.pytorch.org/whl/cpu
@@ -29,3 +40,14 @@ jobs:
       - name: Run Python Test
         run: |
           uv run pytest --data=./data tests/accuracy/test_accuracy.py
+  test_accuracy:
+    runs-on: ubuntu-latest
+    needs: test_accuracy_items
+    if: always()
+    steps:
+      - name: All tests ok
+        if: ${{ !(contains(needs.*.result, 'failure')) }}
+        run: exit 0
+      - name: Some tests failed
+        if: ${{ contains(needs.*.result, 'failure') }}
+        run: exit 1
diff --git a/.github/workflows/test_precommit.yml b/.github/workflows/test_precommit.yml
index 7fa2a8c4..b50ecd5a 100644
--- a/.github/workflows/test_precommit.yml
+++ b/.github/workflows/test_precommit.yml
@@ -10,18 +10,29 @@ concurrency:
   cancel-in-progress: true
 jobs:
   Python-Functional-Tests:
-    runs-on: ubuntu-24.04
+    strategy:
+      fail-fast: false
+      matrix:
+        os:
+          - "ubuntu-24.04"
+          - "windows-2022"
+        python-version:
+          - "3.10"
+          - "3.11"
+          - "3.12"
+          - "3.13"
+    name: pr pre-commit test (${{ matrix.os }}, Python ${{ matrix.python-version }})
+    runs-on: ${{ matrix.os }}
     steps:
       - name: CHECKOUT REPOSITORY
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
-      - name: Set up Python
-        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
-        with:
-          python-version-file: ".python-version"
       - name: Install uv
         uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
+        with:
+          enable-cache: false
+          python-version: ${{ matrix.python-version }}
       - name: Install dependencies
         run: |
           uv sync --locked --extra tests --extra-index-url https://download.pytorch.org/whl/cpu
diff --git a/README.md b/README.md
index 25c2288b..1ecad6df 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,7 @@
 # OpenVINO Model API
 
-[![PyPI](https://img.shields.io/pypi/v/otx)](https://pypi.org/project/openvino-model-api)
-[![Downloads](https://static.pepy.tech/personalized-badge/otx?period=total&units=international_system&left_color=grey&right_color=green&left_text=PyPI%20Downloads)](https://pepy.tech/project/openvino-model-api)
-
-<!-- markdownlint-disable MD042 -->
-
-[![openvino](https://img.shields.io/badge/openvino-2025.2-purple)]()
-
-<!-- markdownlint-enable  MD042 -->
+[![PyPI](https://img.shields.io/pypi/v/openvino-model-api)](https://pypi.org/project/openvino-model-api)
+[![Downloads](https://static.pepy.tech/personalized-badge/openvino-model-api?period=total&units=international_system&left_color=grey&right_color=green&left_text=PyPI%20Downloads)](https://pepy.tech/project/openvino-model-api)
 
 [![Pre-Merge Test](https://github.com/open-edge-platform/model_api/actions/workflows/pre_commit.yml/badge.svg)](https://github.com/open-edge-platform/model_api/actions/workflows/pre_commit.yml)
 [![Build Docs](https://github.com/open-edge-platform/model_api/actions/workflows/docs.yml/badge.svg)](https://github.com/open-edge-platform/model_api/actions/workflows/docs.yml)