diff --git a/.azure-pipelines/azure-pipelines-osx.yml b/.azure-pipelines/azure-pipelines-osx.yml
index 9d2329489..7b9a2cdc6 100755
--- a/.azure-pipelines/azure-pipelines-osx.yml
+++ b/.azure-pipelines/azure-pipelines-osx.yml
@@ -20,7 +20,7 @@ jobs:
       osx_arm64_:
         CONFIG: osx_arm64_
         UPLOAD_PACKAGES: 'True'
-        VMIMAGE: macOS-15
+        VMIMAGE: macOS-15-arm64
         build_workspace_dir: ~/miniforge3/conda-bld
         free_disk_space: skip
         pagefile_size: 0
diff --git a/.ci_support/linux_aarch64_cuda_compiler_version12.9.yaml b/.ci_support/linux_aarch64_cuda_compiler_version12.9.yaml
index 289eac57f..dee4c44b0 100644
--- a/.ci_support/linux_aarch64_cuda_compiler_version12.9.yaml
+++ b/.ci_support/linux_aarch64_cuda_compiler_version12.9.yaml
@@ -37,7 +37,7 @@ cxx_compiler:
 cxx_compiler_version:
 - '14'
 docker_image:
-- quay.io/condaforge/linux-anvil-x86_64:alma9
+- quay.io/condaforge/linux-anvil-aarch64:alma9
 gflags:
 - '2.2'
 glog:
diff --git a/.ci_support/linux_aarch64_cuda_compiler_versionNone.yaml b/.ci_support/linux_aarch64_cuda_compiler_versionNone.yaml
index 83456059e..c46f94ade 100644
--- a/.ci_support/linux_aarch64_cuda_compiler_versionNone.yaml
+++ b/.ci_support/linux_aarch64_cuda_compiler_versionNone.yaml
@@ -37,7 +37,7 @@ cxx_compiler:
 cxx_compiler_version:
 - '14'
 docker_image:
-- quay.io/condaforge/linux-anvil-x86_64:alma9
+- quay.io/condaforge/linux-anvil-aarch64:alma9
 gflags:
 - '2.2'
 glog:
diff --git a/.github/workflows/conda-build.yml b/.github/workflows/conda-build.yml
index 996923280..dd52bb3ee 100644
--- a/.github/workflows/conda-build.yml
+++ b/.github/workflows/conda-build.yml
@@ -45,7 +45,7 @@ jobs:
             runs_on: ['ubuntu-latest']
             tools_install_dir: ~/miniforge3
           - CONFIG: linux_aarch64_cuda_compiler_version12.9
-            DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
+            DOCKER_IMAGE: quay.io/condaforge/linux-anvil-aarch64:alma9
             STORE_BUILD_ARTIFACTS: False
             UPLOAD_PACKAGES: True
             build_workspace_dir: build_artifacts
@@ -53,10 +53,10 @@ jobs:
             free_disk_space: quick
             os: ubuntu
             pagefile_size: 0
-            runs_on: ['ubuntu-latest']
+            runs_on: ['ubuntu-24.04-arm']
             tools_install_dir: ~/miniforge3
           - CONFIG: linux_aarch64_cuda_compiler_versionNone
-            DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
+            DOCKER_IMAGE: quay.io/condaforge/linux-anvil-aarch64:alma9
             STORE_BUILD_ARTIFACTS: False
             UPLOAD_PACKAGES: True
             build_workspace_dir: build_artifacts
@@ -64,7 +64,7 @@ jobs:
             free_disk_space: quick
             os: ubuntu
             pagefile_size: 0
-            runs_on: ['ubuntu-latest']
+            runs_on: ['ubuntu-24.04-arm']
             tools_install_dir: ~/miniforge3
           - CONFIG: linux_ppc64le_
             DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
diff --git a/README.md b/README.md
index fc6d56022..8f6339e4c 100644
--- a/README.md
+++ b/README.md
@@ -146,31 +146,17 @@ Current build status
         <table>
           <thead><tr><th>Variant</th><th>Status</th></tr></thead>
           <tbody><tr>
-              <td>linux_aarch64_cuda_compiler_version12.9</td>
-              <td>
-                <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=54&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/arrow-cpp-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_cuda_compiler_version12.9" alt="variant">
-                </a>
-              </td>
-            </tr><tr>
-              <td>linux_aarch64_cuda_compiler_versionNone</td>
-              <td>
-                <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=54&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/arrow-cpp-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_cuda_compiler_versionNone" alt="variant">
-                </a>
-              </td>
-            </tr><tr>
-              <td>linux_ppc64le</td>
+              <td>osx_64</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=54&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/arrow-cpp-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/arrow-cpp-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_64_" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>osx_64</td>
+              <td>osx_arm64</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=54&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/arrow-cpp-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_64_" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/arrow-cpp-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_arm64_" alt="variant">
                 </a>
               </td>
             </tr><tr>
diff --git a/conda-forge.yml b/conda-forge.yml
index 8c3d1d653..187596d4b 100644
--- a/conda-forge.yml
+++ b/conda-forge.yml
@@ -4,9 +4,7 @@ bot:
   - 22.x
   - 21.x
 build_platform:
-  linux_aarch64: linux_64
   linux_ppc64le: linux_64
-  osx_arm64: osx_64
 conda_build:
   pkg_format: '2'
 conda_forge_output_validation: true
@@ -14,8 +12,8 @@ github:
   branch_name: main
   tooling_branch_name: main
 provider:
-  linux_aarch64: azure
-  linux_ppc64le: azure
+  linux_aarch64: default
+  osx_arm64: default
 test: native_and_emulated
 workflow_settings:
   build_workspace_dir:
diff --git a/recipe/build.sh b/recipe/build.sh
index 45299950b..f43ed9347 100644
--- a/recipe/build.sh
+++ b/recipe/build.sh
@@ -128,6 +128,11 @@ cmake -GNinja \
 # Do not install arrow, only build.
 cmake --build . --config Release
 
+if [[ "$target_platform" == "osx-arm64" ]]; then
+    sudo sysctl -w kern.corefile=/tmp/core.%N.%P
+    sudo ulimit -c unlimited
+fi
+
 if [[ "$CONDA_BUILD_CROSS_COMPILATION" != 1 && "$cuda_compiler_version" == "None" ]]; then
     npm install -g azurite
     export ARROW_TEST_DATA=$SRC_DIR/testing/data
diff --git a/recipe/meta.yaml b/recipe/meta.yaml
index 0c8008d80..794da4efc 100644
--- a/recipe/meta.yaml
+++ b/recipe/meta.yaml
@@ -41,6 +41,7 @@ build:
   # for cuda support, building with one version is enough to be compatible with
   # all later versions, since arrow is only using libcuda, and not libcudart.
   skip: true  # [cuda_compiler_version not in ("None", cuda_compiler_version_min)]
+  skip: true  # [not (aarch64 or arm64)]
 
 requirements:
   build: