diff --git a/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml b/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml
index ba3b2b0ba7..5af27815cb 100644
--- a/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml
+++ b/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml
@@ -229,7 +229,7 @@ stages:
   - job:
     workspace:
       clean: all
-    pool: 'Win-CPU-2021'
+    pool: 'onnxruntime-Win-CPU-2022'
 
 
     steps:
@@ -790,7 +790,7 @@ stages:
     SpecificArtifact: ${{ parameters.specificArtifact }}
     BuildId: ${{ parameters.BuildId }}
 
-- template: nuget/templates/dml-vs-2019.yml
+- template: nuget/templates/dml-vs-2022.yml
   parameters:
     AgentPool : 'aiinfra-dml-winbuild'
     IsReleaseBuild: ${{ parameters.IsReleaseBuild }}
@@ -813,7 +813,7 @@ stages:
      mkdir $(Build.ArtifactStagingDirectory)\testdata
      copy $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\custom_op_library.* $(Build.ArtifactStagingDirectory)\testdata
 
-- template: nuget/templates/dml-vs-2019.yml
+- template: nuget/templates/dml-vs-2022.yml
   parameters:
     AgentPool : 'aiinfra-dml-winbuild'
     IsReleaseBuild: ${{ parameters.IsReleaseBuild }}
@@ -836,9 +836,9 @@ stages:
      mkdir $(Build.ArtifactStagingDirectory)\testdata
      copy $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\custom_op_library.* $(Build.ArtifactStagingDirectory)\testdata
 
-- template: nuget/templates/dml-vs-2019.yml
+- template: nuget/templates/dml-vs-2022.yml
   parameters:
-    AgentPool : 'Win-CPU-2021'
+    AgentPool : 'onnxruntime-Win-CPU-2022'
     IsReleaseBuild: ${{ parameters.IsReleaseBuild }}
     ArtifactName: 'drop-win-dml-arm64-zip'
     StageName: 'Windows_CI_GPU_DML_Dev_arm64'
@@ -859,9 +859,9 @@ stages:
      mkdir $(Build.ArtifactStagingDirectory)\testdata
      copy $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\custom_op_library.* $(Build.ArtifactStagingDirectory)\testdata
 
-- template: nuget/templates/dml-vs-2019.yml
+- template: nuget/templates/dml-vs-2022.yml
   parameters:
-    AgentPool : 'Win-CPU-2021'
+    AgentPool : 'onnxruntime-Win-CPU-2022'
     IsReleaseBuild: ${{ parameters.IsReleaseBuild }}
     ArtifactName: 'drop-win-dml-arm-zip'
     StageName: 'Windows_CI_GPU_DML_Dev_arm'
diff --git a/tools/ci_build/github/azure-pipelines/nuget/templates/dml-vs-2019.yml b/tools/ci_build/github/azure-pipelines/nuget/templates/dml-vs-2022.yml
similarity index 96%
rename from tools/ci_build/github/azure-pipelines/nuget/templates/dml-vs-2019.yml
rename to tools/ci_build/github/azure-pipelines/nuget/templates/dml-vs-2022.yml
index cc9195f783..8e62d98052 100644
--- a/tools/ci_build/github/azure-pipelines/nuget/templates/dml-vs-2019.yml
+++ b/tools/ci_build/github/azure-pipelines/nuget/templates/dml-vs-2022.yml
@@ -12,7 +12,7 @@ parameters:
   BuildArch: 'x64' # Optional. Options: x86, x64
   sln_platform: 'x64' # Options: Win32, x64, arm, arm64
   EnvSetupScript: 'setup_env.bat'
-  AgentPool: 'Win-CPU-2021'
+  AgentPool: 'onnxruntime-Win-CPU-2022'
   AgentDemands: []
   OrtPackageId: Microsoft.ML.OnnxRuntime
   BuildConfigurations: ['RelWithDebInfo'] # Options: Debug, RelWithDebInfo
@@ -185,9 +185,9 @@ stages:
       # Nuget packaging if needed
       - ${{ if eq(parameters['DoNugetPack'], 'true') }}:
         - task: BatchScript@1
-          displayName: 'Setup VS2019 env vars'
+          displayName: 'Setup VS2022 env vars'
           inputs:
-            filename: 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\VC\Auxiliary\Build\vcvarsall.bat'
+            filename: 'C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvarsall.bat'
             arguments: ${{ parameters.BuildArch }}
             modifyEnvironment: true
         # Esrp signing
@@ -227,9 +227,9 @@ stages:
       # Node.js Publish
       - ${{ if eq(parameters['DoNodejsPack'], 'true') }}:
         - task: BatchScript@1
-          displayName: 'Setup VS2019 env vars'
+          displayName: 'Setup VS2022 env vars'
           inputs:
-            filename: 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\VC\Auxiliary\Build\vcvarsall.bat'
+            filename: 'C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvarsall.bat'
             arguments: ${{ parameters.BuildArch }}
             modifyEnvironment: true
         - template: ../../templates/win-esrp-dll.yml
diff --git a/tools/ci_build/github/azure-pipelines/post-merge-jobs.yml b/tools/ci_build/github/azure-pipelines/post-merge-jobs.yml
index 4dde8ba6b1..fe819c8310 100644
--- a/tools/ci_build/github/azure-pipelines/post-merge-jobs.yml
+++ b/tools/ci_build/github/azure-pipelines/post-merge-jobs.yml
@@ -1,11 +1,6 @@
 variables:
-- name: WIN_CPU_BUILD_MACHINE_POOL_NAME  # name of a variable
-  # The public ADO project
-  ${{ if startsWith(variables['System.CollectionUri'], 'https://dev.azure.com/onnxruntime/') }}:
-    value: 'onnxruntime-Win-CPU-2022'
-  # The private ADO project
-  ${{ if or(startsWith(variables['System.CollectionUri'], 'https://dev.azure.com/aiinfra/'),startsWith(variables['System.CollectionUri'], 'https://aiinfra.visualstudio.com/')) }}:
-    value: 'Win-CPU-2021'
+- name: WIN_CPU_BUILD_MACHINE_POOL_NAME
+  value: 'onnxruntime-Win-CPU-2022'
 - name: LINUX_CPU_BUILD_MACHINE_POOL_NAME  # name of a variable
   # The public ADO project
   ${{ if startsWith(variables['System.CollectionUri'], 'https://dev.azure.com/onnxruntime/') }}:
diff --git a/tools/ci_build/github/azure-pipelines/templates/c-api-cpu.yml b/tools/ci_build/github/azure-pipelines/templates/c-api-cpu.yml
index 6b79f2d33d..e91fd6ade4 100644
--- a/tools/ci_build/github/azure-pipelines/templates/c-api-cpu.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/c-api-cpu.yml
@@ -212,7 +212,7 @@ stages:
   - job:
     workspace:
       clean: all
-    pool: 'Win-CPU-2021'
+    pool: 'onnxruntime-Win-CPU-2022'
 
     steps:
     - checkout: self
@@ -533,7 +533,7 @@ stages:
   - job:
     workspace:
       clean: all
-    pool: 'Win-CPU-2021'
+    pool: 'onnxruntime-Win-CPU-2022'
     variables:
       ${{ if eq(parameters.IsReleaseBuild, true) }}:
         NpmPackagingMode: 'release'
@@ -772,7 +772,7 @@ stages:
 
 - template: ../nuget/templates/test_win.yml
   parameters:
-    AgentPool : 'Win-CPU-2021'
+    AgentPool : 'onnxruntime-Win-CPU-2022'
     Skipx86Tests : false
     NugetPackageName : 'Microsoft.ML.OnnxRuntime'
     ArtifactSuffix: 'CPU'
@@ -792,7 +792,7 @@ stages:
 
 - template: ../nodejs/templates/test_win.yml
   parameters:
-    AgentPool : 'Win-CPU-2021'
+    AgentPool : 'onnxruntime-Win-CPU-2022'
     StageSuffix : 'Win_CPU_x64'
 
 - template: ../nodejs/templates/test_linux.yml
@@ -810,7 +810,7 @@ stages:
   - job:
     workspace:
       clean: all
-    pool: 'Win-CPU-2021'
+    pool: 'onnxruntime-Win-CPU-2022'
     timeoutInMinutes: 60
     variables:
     - name: runCodesignValidationInjection
diff --git a/tools/ci_build/github/azure-pipelines/templates/ondevice-training-cpu-packaging-pipeline.yml b/tools/ci_build/github/azure-pipelines/templates/ondevice-training-cpu-packaging-pipeline.yml
index dcab3c83b1..539fb9b268 100644
--- a/tools/ci_build/github/azure-pipelines/templates/ondevice-training-cpu-packaging-pipeline.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/ondevice-training-cpu-packaging-pipeline.yml
@@ -354,7 +354,7 @@ stages:
 
 - template: ../nuget/templates/test_win.yml
   parameters:
-    AgentPool : 'Win-CPU-2021'
+    AgentPool : 'onnxruntime-Win-CPU-2022'
     Skipx86Tests : false
     NugetPackageName : 'Microsoft.ML.OnnxRuntime.Training'
     ArtifactSuffix: 'Training-CPU'
diff --git a/tools/ci_build/github/azure-pipelines/templates/publish-nuget.yml b/tools/ci_build/github/azure-pipelines/templates/publish-nuget.yml
index 8d4a4d2c5a..76fbf55331 100644
--- a/tools/ci_build/github/azure-pipelines/templates/publish-nuget.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/publish-nuget.yml
@@ -22,7 +22,7 @@ stages:
     variables:
     - name: GDN_CODESIGN_TARGETDIRECTORY
       value: '$(Build.BinariesDirectory)/nuget-artifact/final-package'
-    pool: 'Win-CPU-2021'
+    pool: 'onnxruntime-Win-CPU-2022'
 
     steps:
     - checkout: self
diff --git a/tools/ci_build/github/azure-pipelines/templates/py-packaging-stage.yml b/tools/ci_build/github/azure-pipelines/templates/py-packaging-stage.yml
index bdac1a7e3b..82d56688c4 100644
--- a/tools/ci_build/github/azure-pipelines/templates/py-packaging-stage.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/py-packaging-stage.yml
@@ -52,7 +52,7 @@ stages:
   jobs:
   - ${{ if eq(parameters.enable_windows_cpu, true) }}:
     - job: Windows_py_Wheels
-      pool: 'Win-CPU-2021'
+      pool: 'onnxruntime-Win-CPU-2022'
       strategy:
         matrix:
           Python38_x64:
diff --git a/tools/ci_build/github/azure-pipelines/templates/upload-code-coverage-data.yml b/tools/ci_build/github/azure-pipelines/templates/upload-code-coverage-data.yml
index 0a94aa7b0f..c70c4e1ebe 100644
--- a/tools/ci_build/github/azure-pipelines/templates/upload-code-coverage-data.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/upload-code-coverage-data.yml
@@ -2,7 +2,7 @@ jobs:
   - job: Upload
     workspace:
       clean: all
-    pool: 'Win-CPU-2021'
+    pool: 'onnxruntime-Win-CPU-2022'
     variables:
     - name: runCodesignValidationInjection
       value: false
diff --git a/tools/ci_build/github/azure-pipelines/templates/win-ci.yml b/tools/ci_build/github/azure-pipelines/templates/win-ci.yml
index 85f155b35b..f15bcb2030 100644
--- a/tools/ci_build/github/azure-pipelines/templates/win-ci.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/win-ci.yml
@@ -51,7 +51,7 @@ parameters:
 
 - name: ort_build_pool_name
   type: string
-  default: 'Win-CPU-2021'
+  default: 'onnxruntime-Win-CPU-2022'
 
 #'onnxruntime' or 'onnxruntime_gpu'
 - name: java_artifact_id
diff --git a/tools/ci_build/github/azure-pipelines/web-packaging-pipeline.yml b/tools/ci_build/github/azure-pipelines/web-packaging-pipeline.yml
index 236f5bda89..5f32c7b2b9 100644
--- a/tools/ci_build/github/azure-pipelines/web-packaging-pipeline.yml
+++ b/tools/ci_build/github/azure-pipelines/web-packaging-pipeline.yml
@@ -28,4 +28,4 @@ stages:
   parameters:
     NpmPackagingMode: ${{ variables.NpmPackagingMode }}
     IsReleasePipeline: true
-    PoolName: 'Win-CPU-2021'
\ No newline at end of file
+    PoolName: 'onnxruntime-Win-CPU-2022'
\ No newline at end of file
diff --git a/tools/ci_build/github/azure-pipelines/win-ci-fuzz-testing.yml b/tools/ci_build/github/azure-pipelines/win-ci-fuzz-testing.yml
index 3c739a52f9..0eb78412de 100644
--- a/tools/ci_build/github/azure-pipelines/win-ci-fuzz-testing.yml
+++ b/tools/ci_build/github/azure-pipelines/win-ci-fuzz-testing.yml
@@ -1,6 +1,6 @@
 jobs:
 - job: 'build'
-  pool: 'Win-CPU-2021'
+  pool: 'onnxruntime-Win-CPU-2022'
   strategy:
     maxParallel: 2
     matrix: